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<!DOCTYPE HTML>
<html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Weidi Xie</title>
<meta name="author" content="Weidi Xie">
<meta name="viewport" content="width=device-width", initial-scale="1">
<link rel="stylesheet" type="text/css" href="stylesheet.css">
<link rel="icon" type="image/svg+xml" href="images/icon.svg">
</head>
<body>
<table id="container">
<tr>
<td>
<table width="100%" align="center" border="0" cellspacing="0" cellpadding="20">
<tr>
<p align="center">
<a href=index.html>Home</a> / 
<a href=about.html>About Me</a> / 
<a href=team.html>Team</a> / 
<a href=people.html>Collaborators</a> / 
<a href=research.html>Research</a>
</p>
<hr>
</tr>
</table>
<table width="130%" align="center" border="0" cellspacing="0" cellpadding="20">
<tr>
<td>
</ol>
<h2>2025</h2>
<h3>AI4Medicine</h3>
<ol>
<li style="border: 2px solid #000000; padding: 10px; border-radius: 1px; background-color: #f0f0f0; max-width: 700px;">
<a href="https://arxiv.org/abs/2408.12547">
<papertitle> Towards Evaluating and Building Versatile Large Language Models for Medicine.</papertitle>
</a>
<br>
Chaoyi Wu, Pengcheng Qiu, Jinxin Liu, Hongfei Gu, Na Li, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
In: <em>Npj Digital Medicine (Nature Portfolio, in press)</em>, 2025. (5-Year Impact Factor: ~15.2)  <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2408.12547">Arxiv</a> |
<a href="https://github.com/MAGIC-AI4Med/MedS-Ins">Code</a>|
<a href="https://henrychur.github.io/MedS-Bench/">Leaderboard</a>
</li>
<p> </p>
<li style="border: 2px solid #000000; padding: 10px; border-radius: 1px; background-color: #f0f0f0; max-width: 700px;">
<a href="https://arxiv.org/abs/2304.14454">
<papertitle> PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering. </papertitle>
</a>
<br>
Xiaoman Zhang, Chaoyi Wu, Ziheng Zhao, Weixiong Lin, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
In: <em> Nature Communications Medicine (in press)</em>, 2025. (2-Year Impact Factor: ~5.4) <font color="red"><strong>(New)</strong></font> <br>
<a href="https://xiaoman-zhang.github.io/PMC-VQA/">Project Page</a> |
<a href="https://arxiv.org/pdf/2305.10415">Arxiv</a> </li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2412.13126">
<papertitle>A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis</papertitle>
</a>
<br>
Xiao Zhou, Luoyi Sun, Dexuan He, Wenbin Guan, Ruifen Wang, Lifeng Wang, Xin Sun, Kun Sun, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
<em>Under Review</em>, 2025. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2412.13126">Arxiv</a> |
<a href="">Project Page</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2412.09529">
<papertitle>Can Modern LLMs Act as Agent Cores in Radiology Environments?</papertitle>
</a>
<br>
Qiaoyu Zheng, Chaoyi Wu, Pengcheng Qiu, Lisong Dai, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
<em>Under Review</em>, 2025. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2412.09529">Arxiv</a> |
<a href="">Project Page</a>
</li>
<p> </p>
<li>
<a href="hhttps://arxiv.org/abs/2412.04106">
<papertitle>MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities.</papertitle>
</a>
<br>
Haoning Wu, Ziheng Zhao, Ya Zhang, <strong>Weidi Xie</strong>, Yanfeng Wang
<br>
<em>Under Review</em>, 2025. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2412.04106">Arxiv</a> |
<a href="https://haoningwu3639.github.io/MRGen/">Project Page</a>
</li>
<p> </p>
</ol>
<h3>Computer Vision</h3>
<ol>
<li>
<a href="">
<papertitle>A Sanity Check for AI-generated Image Detection.</papertitle>
</a>
<br>
Shilin Yan, Ouxiang Li, Jiayin Cai, Yanbin Hao, Xiaolong Jiang, Yao Hu, <strong>Weidi Xie</strong>
<br>
In: <em> The Thirteenth International Conference on Learning Representations (ICLR) </em>, 2025. <font color="red"><strong>(New)</strong></font> <br>
<a href="">Arxiv</a> |
<a href="">Project Page</a> |
<a href="">公众号介绍</a>
</li>
<p> </p>
<li>
<a href="https://kuis-ai.github.io/track_on">
<papertitle>Track-On: Transformer-based Online Point Tracking with Memory.</papertitle>
</a>
<br>
Görkay Aydemir, Xiongyi Cai, <strong>Weidi Xie</strong>, Fatma Guney
<br>
In: <em> The Thirteenth International Conference on Learning Representations (ICLR) </em>, 2025. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/pdf/2501.18487">Arxiv</a> |
<a href="https://kuis-ai.github.io/track_on">Project Page</a> |
<a href="https://mp.weixin.qq.com/s/ccddIWLvF0Vya7tNGv2L9A">公众号介绍</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2408.14469">
<papertitle>Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos.</papertitle>
</a>
<br>
Qirui Chen, Shangzhe Di, <strong>Weidi Xie</strong>
<br>
In: <em> Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI) </em>, 2025. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2408.14469">Arxiv</a> |
<a href="https://qirui-chen.github.io/MultiHop-EgoQA">Project Page</a> |
<a href="https://mp.weixin.qq.com/s/VW20R6-hC5WpwwptHYJBuQ">公众号介绍</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2412.01820">
<papertitle>Towards Universal Soccer Video Understanding.</papertitle>
</a>
<br>
Jiayuan Rao, Haoning Wu, Hao Jiang, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
<em>Under Review</em>, 2025. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2412.01820">Arxiv</a> |
<a href="https://jyrao.github.io/UniSoccer/">Project Page</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2412.01694">
<papertitle>Unlocking Video-LLM via Agent-of-Thoughts Distillation.</papertitle>
</a>
<br>
Yudi Shi, Shangzhe Di, Qirui Chen, <strong>Weidi Xie</strong>
<br>
<em>Under Review</em>, 2025. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2412.01694">Arxiv</a> |
<a href="https://zhengrongz.github.io/AoTD/">Project Page</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2412.01720">
<papertitle>LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant.</papertitle>
</a>
<br>
Yikun Liu, Pingan Chen, Jiayin Cai, Xiaolong Jiang, Yao Hu, Jiangchao Yao, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
<em>Under Review</em>, 2025. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2412.01720">Arxiv</a> |
<a href="https://code-kunkun.github.io/LamRA/">Project Page</a>
</li>
<p> </p>
</ol>
<h2>2024</h2>
<h3>AI4Medicine</h3>
<ol>
<li style="border: 2px solid #000000; padding: 10px; border-radius: 1px; background-color: #f0f0f0; max-width: 700px;">
<a href="https://arxiv.org/abs/2304.14454">
<papertitle> PMC-LLaMA: Towards Building Open-source Language Models for Medicine. </papertitle>
</a>
<br>
Chaoyi Wu*, Weixiong Lin*, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
In: <em>Journal of the American Medical Informatics Association</em>, 2024. (JAMIA, Impact Factor: ~7.9) <br>
<a href="https://arxiv.org/abs/2304.14454">Arxiv</a> |
<a href="https://huggingface.co/chaoyi-wu/PMC_LLAMA_7B">Model</a> |
<a href="https://github.com/chaoyi-wu/PMC-LLaMA">Code</a>
</li>
<p> </p>
<li style="border: 2px solid #000000; padding: 10px; border-radius: 1px; background-color: #f0f0f0; max-width: 700px;">
<a href="https://www.nature.com/articles/s41467-024-52417-z">
<papertitle> Towards Building Multilingual Language Model for Medicine.</papertitle>
</a>
<br>
Pengcheng Qiu*, Chaoyi Wu*, Xiaoman Zhang, Weixiong Lin, Haicheng Wang, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
In: <em> Nature Communications</em>, 2024. (5-Year Impact Factor: ~16.1) <font color="red"><strong>(New)</strong></font> <br>
<a href="https://www.nature.com/articles/s41467-024-52417-z">Paper</a> |
<a href="https://github.com/MAGIC-AI4Med/MMedLM">Code</a>|
<a href="https://github.com/MAGIC-AI4Med/MMedLM">Model</a>|
<a href="https://github.com/MAGIC-AI4Med/MMedLM">Dataset</a>
</li>
<p> </p>
<li style="border: 2px solid #000000; padding: 10px; border-radius: 1px; background-color: #f0f0f0; max-width: 700px;">
<a href="https://www.nature.com/articles/s41467-024-54424-6">
<papertitle>Large-scale Long-tailed Disease Diagnosis on Radiology Images.</papertitle>
</a>
<br>
Qiaoyu Zheng, Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
In: <em> Nature Communications</em>, 2024. (5-Year Impact Factor: ~16.1) <font color="red"><strong>(New)</strong></font> <br>
<a href="https://www.nature.com/articles/s41467-024-54424-6">Paper</a> |
<a href="https://qiaoyu-zheng.github.io/RP3D-Diag">Project Page</a>
</li>
<p> </p>
<li>
<a href="https://www.medrxiv.org/content/10.1101/2024.06.24.24309405v1">
<papertitle>RaTEScore: A Metric for Radiology Report Generation.</papertitle>
</a>
<br>
Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
In: <em> Empirical Methods in Natural Language Processing (EMNLP)</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://www.medrxiv.org/content/10.1101/2024.06.24.24309405v1">medRxiv</a> |
<a href="https://github.com/MAGIC-AI4Med/RaTEScore">Code</a> |
<a href="https://angelakeke.github.io/RaTEScore/">Project Page</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2404.09942">
<papertitle> Knowledge-enhanced Visual-Language Pretraining for Computational Pathology.</papertitle>
</a>
<br>
Xiao Zhou, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, <strong>Weidi Xie</strong>, Yanfeng Wang
<br>
In: <em> European Conference on Computer Vision (ECCV)</em>, 2024. <font color="red"><strong>(Oral Presentation)</strong></font> <br>
<a href="https://arxiv.org/abs/2404.09942">Arxiv</a> |
<a href="https://github.com/MAGIC-AI4Med/KEP">Code</a> |
<a href="https://mp.weixin.qq.com/s?__biz=MzkyNjcyNTQ1MQ==&mid=2247483850&idx=1&sn=8484ae383e53525a9e5d371283b5349c&chksm=c233a5eef5442cf82cda84f9d67003fc50ec36dda853c22f146479f6d81c4e6e262e86b70fb3&token=794637245&lang=zh_CN#rd">公众号介绍</a>
</li>
<p> </p>
<li>
<a href="https://www.sciencedirect.com/science/article/pii/S1361841524000720">
<papertitle>Sensorless Volumetric Reconstruction of Fetal Brain Freehand Ultrasound Scans with Deep Implicit Representation.</papertitle>
</a>
<br>
Pak-Hei Yeung, Linde S. Hesse, Moska Aliasi, Monique C. Haak, INTERGROWTH-21st Consortium, <strong>Weidi Xie</strong>, Ana I.L. Namburete
<br> In: <em>Medical Image Analysis, 2024. </em>(Impact Factor: ~11)<br>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2407.16684">
<papertitle>AutoRG-Brain: Grounded Report Generation for Brain MRI.</papertitle>
</a>
<br>
Jiayu Lei, Xiaoman Zhang, Chaoyi Wu, Lisong Dai, Ya Zhang, Yanyong Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>, Yuehua Li
<br>
In <em> Submission.</em> <font color="red"><strong>(New)</strong></font><br>
<a href="https://arxiv.org/abs/2407.16684">Arxiv</a> |
<a href="">Model</a> |
<a href="">Code</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2404.16754">
<papertitle>RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis.</papertitle>
</a>
<br>
Xiaoman Zhang, Chaoyi Wu, Ziheng Zhao, Jiayu Lei, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
In <em>Submission.</em>  <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2404.16754">Arxiv</a> |
<a href="">Model</a> |
<a href="">Code</a>
</li>
<p> </p>
<li>
<a href="https://chaoyi-wu.github.io/RadFM/">
<papertitle>Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D & 3D Medical Data.</papertitle>
</a>
<br>
Chaoyi Wu*, Xiaoman Zhang*, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong> <br>
<em> Under Review for Nature Communications</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://chaoyi-wu.github.io/RadFM/">Project Page</a> |
<a href="https://github.com/chaoyi-wu/RadFM">Code & Model</a> |
<a href="https://arxiv.org/abs/2308.02463">Arxiv</a></li>
<p> </p>
<li>
<a href="https://zhaoziheng.github.io/SAT/">
<papertitle>One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts.</papertitle>
</a>
<br>
Ziheng Zhao, Yao Zhang, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
<em> Under Review for Nature Communications</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://zhaoziheng.github.io/SAT/">Project Page</a> |
<a href="https://arxiv.org/abs/2312.17183">Arxiv</a>
</li>
<p> </p>
</ol>
<h3>Computer Vision</h3>
<ol>
<li>
<a href="https://arxiv.org/abs/2309.11500">
<papertitle>A General Protocol to Probe Large Vision Models for 3D Physical Understanding</papertitle>
</a>
<br>
Guanqi Zhan, Chuanxia Zheng, <strong>Weidi Xie</strong>, Andrew Zisserman<br>
In: <em>Conference on Neural Information Processing Systems (NeurIPS) </em>, 2024. <br>
<a href="">Project Page</a> |
<a href="https://arxiv.org/abs/2310.06836">Arxiv</a> </li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2406.18530">
<papertitle>MatchTime: Towards Automatic Soccer Game Commentary Generation.</papertitle>
</a>
<br>
Jiayuan Rao, Haoning Wu, Chang Liu, Yanfeng Wang, <strong>Weidi Xie</strong>
<br>
In: <em> Empirical Methods in Natural Language Processing (EMNLP)</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2406.18530">Arxiv</a> |
<a href="https://haoningwu3639.github.io/MatchTime/">Project Page</a> |
<a href="https://mp.weixin.qq.com/s?__biz=MzkyNjcyNTQ1MQ==&mid=2247483856&idx=1&sn=33854777c861b435e431655e9238daf0&chksm=c233a5f4f5442ce205035e945c51cb7981582ccfc6892d1aa4869cba0636931ebf7d8b182df3&token=794637245&lang=zh_CN#rd">公众号介绍</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2407.12735">
<papertitle>EchoSight: Advancing Visual-Language Models with Wiki Knowledge.</papertitle>
</a>
<br>
Yibin Yan, <strong>Weidi Xie</strong>
<br>
In: <em> Empirical Methods in Natural Language Processing (EMNLP)</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2407.12735">Arxiv</a> |
<a href="https://github.com/Go2Heart/EchoSight">Code</a> |
<a href="https://go2heart.github.io/echosight/">Project Page</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2407.15850">
<papertitle>AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description.</papertitle>
</a>
<br>
Junyu Xie, Tengda Han, Max Bain, Arsha Nagrani, Gül Varol, <strong>Weidi Xie</strong>, Andrew Zisserman
<br>
In: <em> Asian Conference on Computer Vision (ACCV)</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2407.15850">Arxiv</a> |
<a href="https://www.robots.ox.ac.uk/~vgg/research/autoad-zero/">Project Page</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2404.12389">
<papertitle>Moving Object Segmentation: All You Need Is SAM (and Flow).</papertitle>
</a>
<br>
Junyu Xie, Charig Yang, <strong>Weidi Xie</strong>, Andrew Zisserman
<br>
In: <em> Asian Conference on Computer Vision (ACCV)</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://arxiv.org/abs/2404.12389">Arxiv</a> |
<a href="https://www.robots.ox.ac.uk/~vgg/research/flowsam/">Project Page</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2309.11500">
<papertitle>A Large-scale Dataset for Audio-Language Representation Learning.</papertitle>
</a>
<br>
Luoyi Sun, Xuenan Xu, Mengyue Wu, <strong>Weidi Xie</strong><br>
In: <em>ACM Multimedia</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://auto-acd.github.io">Project Page</a> |
<a href="https://arxiv.org/abs/2309.11500">Arxiv</a> </li>
<p> </p>
<li>
<a href="https://lzq5.github.io/Video-Text-Alignment/">
<papertitle>Multi-Sentence Grounding for Long-term Instructional Video.</papertitle>
</a>
<br>
Zeqian Li*, Qirui Chen*, Tengda Han, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong><br>
In: <em> European Conference on Computer Vision (ECCV)</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://lzq5.github.io/Video-Text-Alignment/">Project Page</a> |
<a href="https://arxiv.org/abs/2312.14055">Paper</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2312.11463">
<papertitle>Appearance-based Refinement for Object-Centric Motion Segmentation.</papertitle>
</a>
<br>
Junyu Xie, <strong>Weidi Xie</strong>, Andrew Zisserman <br>
In: <em> European Conference on Computer Vision (ECCV)</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="">Project Page</a> |
<a href="https://arxiv.org/abs/2312.11463">Paper</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2407.11325">
<papertitle>VISA: Reasoning Video Object Segmentation via Large Language Model.</papertitle>
</a>
<br>
Cilin Yan, Haochen Wang, Shilin Yan, Xiaolong Jiang, Yao Hu, Guolaing Kang, <strong>Weidi Xie</strong>, Efstratios Gavves <br>
In: <em> European Conference on Computer Vision (ECCV)</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://github.com/cilinyan/VISA">Code & Model</a> |
<a href="https://arxiv.org/abs/2407.11325">Paper</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2404.16828">
<papertitle>Made to Order: Discovering Monotonic Temporal Changes via Self-supervised Video Ordering.</papertitle>
</a>
<br>
Charig Yang, <strong>Weidi Xie</strong>, Andrew Zisserman<br>
In: <em> European Conference on Computer Vision (ECCV)</em>, 2024. <font color="red"><strong>(New)</strong></font> <br>
<a href="https://charigyang.github.io/order/">Project Page</a> |
<a href="https://arxiv.org/abs/2404.16828">Paper</a></li>
<p> </p>
<li>
<a href="https://haoningwu3639.github.io/StoryGen_Webpage/">
<papertitle>Intelligent Grimm - Open-ended Visual Storytelling via Latent Diffusion Models.</papertitle>
</a>
<br>
Chang Liu*, Haoning Wu*, Yujie Zhong, Xiaoyun Zhang, Yanfeng Wang, <strong>Weidi Xie</strong> <br>
In: <em>Conference on Computer Vision and Pattern Recognition (CVPR) </em>, 2024.   <font color="red"><strong>(New)</strong></font> <br>
<a href="https://haoningwu3639.github.io/StoryGen_Webpage/">Project Page</a> |
<a href="https://arxiv.org/abs/2306.00973">Arxiv</a></li>
</li>
<p> </p>
<li>
<a href="https://www.robots.ox.ac.uk/~vgg/research/autoad/">
<papertitle>AutoAD III: The Prequel -- Back to the Pixels.</papertitle>
</a>
<br>
Tengda Han, Max Bain, Arsha Nagrani, Gül Varol, <strong>Weidi Xie</strong>, Andrew Zisserman <br>
In: <em>Conference on Computer Vision and Pattern Recognition (CVPR) </em>, 2024.   <font color="red"><strong>(New)</strong></font> <br>
<a href="https://www.robots.ox.ac.uk/~vgg/research/autoad/">Project Page</a> |
<a href="https://arxiv.org/abs/2404.14412">Paper</a></li>
</li>
<p> </p>
<li>
<a href="https://fcjian.github.io/InstaGen/">
<papertitle>InstaGen: Enhancing Object Detection by Training on Synthetic Dataset.</papertitle>
</a>
<br>
Chengjian Feng, Yujie Zhong, Zequn Jie^†, <strong>Weidi Xie^†</strong>, Lin Ma<br>
In: <em>Conference on Computer Vision and Pattern Recognition (CVPR) </em>, 2024.   <font color="red"><strong>(New)</strong></font> <br>
<a href="https://fcjian.github.io/InstaGen/">Project Page</a> |
<a href="https://arxiv.org/abs/2402.05937">Paper</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2401.00789">
<papertitle>Retrieval-Augmented Egocentric Video Captioning.</papertitle>
</a>
<br>
Jilan Xu, Yifei Huang, Junlin Hou, Guo Chen, Yuejie Zhang, Rui Feng, <strong>Weidi Xie</strong><br>
In: <em>Conference on Computer Vision and Pattern Recognition (CVPR) </em>, 2024.   <font color="red"><strong>(New)</strong></font> <br>
<a href="">Project Page</a> |
<a href="https://arxiv.org/abs/2401.00789">Paper</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2312.06505">
<papertitle>Grounded Question-Answering in Long Egocentric Videos.</papertitle>
</a>
<br>
Shangzhe Di, <strong>Weidi Xie</strong> <br>
In: <em>Conference on Computer Vision and Pattern Recognition (CVPR) </em>, 2024.   <font color="red"><strong>(New)</strong></font> <br>
<a href="https://dszdsz.cn/GroundVQA/index.html">Project Page</a> |
<a href="https://arxiv.org/abs/2312.06505">Paper</a>
</li>
<p> </p>
<li>
<a href="https://www.robots.ox.ac.uk/~vgg/research/amodal/">
<papertitle>Amodal Ground Truth and Completion in the Wild.</papertitle>
</a>
<br>
Guanqi Zhan, Chuanxia Zheng, <strong>Weidi Xie</strong>, Andrew Zisserman <br>
In: <em>Conference on Computer Vision and Pattern Recognition (CVPR) </em>, 2024.   <font color="red"><strong>(New)</strong></font> <br>
<a href="https://www.robots.ox.ac.uk/~vgg/research/amodal/">Project Page</a> |
<a href="https://arxiv.org/abs/2312.17247">Paper</a></li>
</li>
<p> </p>
<li style="border: 2px solid #000000; padding: 10px; border-radius: 1px; background-color: #f0f0f0; max-width: 700px;">
<a href="https://link.springer.com/article/10.1007/s11263-024-02144-1">
<span style="font-weight: bold; color: #007bff;">OV-DAR: Open-vocabulary Object Detection and Attributes Recognition.</span>
</a>
<br>
Keyan Chen*, Xiaolong Jiang*, Yao Hu, Xu Tang, Yan Gao, Jianqi Chen, <strong>Weidi Xie</strong>
<br>
In: <em> International Journal of Computer Vision</em>, 2024. (IJCV, Impact Factor: ~19.5, Corr Author)   <font color="red"><strong>(New)</strong></font><br>
<a href="https://kyanchen.github.io/OvarNet/">Project Page</a> |
<a href="https://link.springer.com/article/10.1007/s11263-024-02144-1">Journal Version</a>
</li>
<p> </p>
<li style="border: 2px solid #000000; padding: 10px; border-radius: 1px; background-color: #f0f0f0; max-width: 700px;">
<a href="https://link.springer.com/article/10.1007/s11263-024-02076-w#citeas">
<span style="font-weight: bold; color: #007bff;">OV-VIS: Open-Vocabulary Video Instance Segmentation.</span>
</a>
<br>
Haochen Wang, Shuai Wang, Cilin Yan, Xiaolong Jiang, Xu Tang, Yao Hu, <strong>Weidi Xie^†</strong>, Efstratios Gavves<br>
In: <em> International Journal of Computer Vision</em>, 2024. (IJCV, Impact Factor: ~19.5, Corr Author)   <font color="red"><strong>(New)</strong></font><br>
<a href="https://github.com/haochenheheda/LVVIS">Code</a> |
<a href="https://trebuchet.public.springernature.app/get_content/400e4331-62c2-46a7-a7f9-cc37b71f3963?utm_source=rct_congratemailt&utm_medium=email&utm_campaign=nonoa_20240531&utm_content=10.1007/s11263-024-02076-w">Journal Version</a>
</li>
<p> </p>
</ol>
<h2>2023</h2>
<h3>AI4Medicine</h3>
<ol>
<li>
<a href="data/GPT_4V_evaluation_medical.pdf">
<papertitle>Can GPT-4V(ision) Serve Medical Applications ? Case Studies on GPT-4V for Multimodal Medical Diagnosis.</papertitle>
</a>
<br>
Chaoyi Wu*, Jiayu Lei*, Qiaoyu Zheng*, Weike Zhao*, Weixiong Lin*, Xiaoman Zhang*, Xiao Zhou*, Ziheng Zhao*, <br>
Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong> <br>
<em> Technical Report</em>, 2023. <br>
<a href="https://chaoyi-wu.github.io/RadFM/">Project Page</a> |
<a href="data/GPT_4V_evaluation_medical.pdf">Paper</a></li>
<p> </p>
<li style="border: 2px solid #000000; padding: 10px; border-radius: 1px; background-color: #f0f0f0; max-width: 700px;">
<a href="https://arxiv.org/abs/2302.14042">
<span style="font-weight: bold; color: #007bff;">Knowledge-enhanced Pre-training for Auto-diagnosis of Chest Radiology Images.</span>
</a>
<br>
Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong> <br>
In: <em> Nature Communications</em>, 2023. (5-Year Impact Factor: ~16.1) <br>
<a href="https://xiaoman-zhang.github.io/KAD/">Project Page</a> |
<a href="https://github.com/xiaoman-zhang/KAD">Code & Model</a> |
<a href="https://www.nature.com/articles/s41467-023-40260-7">Paper</a>
</li>
<p> </p>
<li>
<a href="https://www.medrxiv.org/content/10.1101/2023.01.10.23284412v1">
<papertitle>MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training.</papertitle>
</a>
<br>
Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong> <br>
In: <em> International Conference on Computer Vision (ICCV)</em> , 2023. <br>
<a href="https://chaoyi-wu.github.io/MedKLIP/">Project Page</a> |
<a href="https://github.com/MediaBrain-SJTU/MedKLIP">Code & Model</a> |
<a href="https://www.medrxiv.org/content/10.1101/2023.01.10.23284412v1.full.pdf">Arxiv</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/pdf/2303.07240">
<papertitle>PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents.</papertitle>
</a>
<br>
Weixiong Lin*, Ziheng Zhao*, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong> <br>
In: <em> International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)</em>, 2023.<br>
<font color="red"><strong>MICCAI Young Scientist Publication Impact Award, Finalist</strong></font> <br>
<a href="https://weixionglin.github.io/PMC-CLIP/">Project Page</a> |
<a href="https://github.com/WeixiongLin/PMC-CLIP/">Code & Model</a> |
<a href="https://arxiv.org/pdf/2303.07240">Arxiv</a></li>
<p> </p>
<li>
<a href="https://link.springer.com/chapter/10.1007/978-3-031-48593-0_10">
<papertitle>Deep Facial Phenotyping with Mixup Augmentation.</papertitle>
</a>
<br>
Jonathan Campbell, Mitchell Dawson, Andrew Zisserman, <strong>Weidi Xie</strong>, Christoffer Nellåker<br>
In: <em>Annual Conference on Medical Image Understanding and Analysis</em>. <br>
<a href="https://link.springer.com/chapter/10.1007/978-3-031-48593-0_10">Paper</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2302.11557">
<papertitle>K-Diag: Knowledge-enhanced Disease Diagnosis in Radiographic Imaging.</papertitle>
</a>
<br>
Chaoyi Wu*, Xiaoman Zhang*, Yanfeng Wang, Ya Zhang, <strong>Weidi Xie</strong> <br>
In: <em>Big Task Small Data, 1001-AI, MICCAI 2023 Workshop (Oral)</em>. <br>
<a href="https://chaoyi-wu.github.io/K-Diag/">Project Page</a> |
<a href="https://arxiv.org/abs/2302.11557">Arxiv</a></li>
<p> </p>
<li>
<a href="https://ieeexplore.ieee.org/abstract/document/10032792/">
<papertitle>Self-supervised Tumor Segmentation with Sim2Real Adaptation.</papertitle>
</a>
<br>
Xiaoman Zhang, <strong>Weidi Xie</strong>, Chaoqin Huang, Ya Zhang, Xin Chen, Qi Tian, Yanfeng Wang <br>
In: <em>IEEE Journal of Biomedical and Health Informatics</em>, 2023. (Impact Factor: ~7)<br>
<a href="https://xiaoman-zhang.github.io/Layer-Decomposition/">Project Page</a> |
<a href="https://arxiv.org/abs/2109.03230">Arxiv</a></li>
<p> </p>
</ol>
<h3>Computer Vision</h3>
<ol>
<li>
<a href="https://arxiv.org/abs/2310.06907">
<papertitle>Self-supervised Object-Centric Learning for Videos.</papertitle>
</a>
<br>
Görkay Aydemir, <strong>Weidi Xie</strong>, Fatma Güney<br>
In: <em>Conference on Neural Information Processing Systems (NeurIPS) </em>, 2023. <br>
<a href="">Project Page</a> |
<a href="https://arxiv.org/abs/2310.06907">Arxiv</a> </li>
<p> </p>
<li>
<a href="https://code-kunkun.github.io/ZS-CIR/">
<papertitle>Zero-shot Composed Text-Image Retrieval.</papertitle>
</a>
<br>
Yikun Liu, Jiangchao Yao, Yanfeng Wang, Ya Zhang, <strong>Weidi Xie</strong><br>
In: <em>British Machine Vision Conference (BMVC) </em>, 2023. <br>
<a href="https://code-kunkun.github.io/ZS-CIR/">Project Page</a> |
<a href="https://arxiv.org/abs/2306.07272">Arxiv</a> </li>
<p> </p>
<li>
<a href="https://haoningwu3639.github.io/VFI_Adapter_Webpage/">
<papertitle>Boost Video Frame Interpolation via Simple Motion Adaptation.</papertitle>
</a>
<br>
Haoning Wu, Xiaoyun Zhang, <strong>Weidi Xie</strong>, Ya Zhang, Yanfeng Wang <br>
In: <em>British Machine Vision Conference (BMVC) </em>, 2023. (Oral) <br>
<a href="https://haoningwu3639.github.io/VFI_Adapter_Webpage/">Project Page</a> |
<a href="https://arxiv.org/abs/2306.13933">Arxiv</a> </li>
<p> </p>
<li>
<a href="https://jinxiang-liu.github.io/anno-free-AVS/">
<papertitle>Annotation-free Audio-Visual Segmentation.</papertitle>
</a>
<br>
Jinxiang Liu, Yu Wang, Chen Ju, Ya Zhang, <strong>Weidi Xie</strong><br>
In: <em>IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)</em>, 2023. <br>
<a href="https://jinxiang-liu.github.io/anno-free-AVS/">Project Page</a> |
<a href="https://arxiv.org/abs/2305.11019">Arxiv</a> </li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2301.05221">
<papertitle>Open-vocabulary Object Segmentation with Diffusion Models.</papertitle>
</a>
<br>
Ziyi Li*, Qinye Zhou*, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, <strong>Weidi Xie</strong> <br>
In: <em> International Conference on Computer Vision (ICCV)</em> , 2023. <br>
<a href="https://lipurple.github.io/Grounded_Diffusion/">Project Page</a> |
<a href="https://github.com/Lipurple/Grounded-Diffusion">Code & Model</a> |
<a href="https://arxiv.org/abs/2301.05221">Arxiv</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2310.06838">
<papertitle>AutoAD II: The Sequel – Who, When, and What in Movie Audio Description.</papertitle>
</a>
<br>
Tengda Han, Max Bain, Arsha Nagrani, Gül Varol, <strong>Weidi Xie</strong>, Andrew Zisserman <br>
In: <em> International Conference on Computer Vision (ICCV)</em> , 2023. <br>
<a href="https://www.robots.ox.ac.uk/vgg/research/autoad/">Project Page</a> |
<a href="https://www.robots.ox.ac.uk/~vgg/publications/2023/Han23a/han23a.pdf">Paper</a></li>
<p> </p>
<li>
<a href="https://www.robots.ox.ac.uk/~vgg/publications/2023/Lamdouar23/lamdouar23.pdf">
<papertitle>The Making and Breaking of Camouflage.</papertitle>
</a>
<br>
Hala Lamdouar, <strong>Weidi Xie</strong>, Andrew Zisserman<br>
In: <em> International Conference on Computer Vision (ICCV)</em> , 2023. <br>
<a href="https://www.robots.ox.ac.uk/~vgg/publications/2023/Lamdouar23/lamdouar23.pdf">Paper</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/pdf/2304.01715">
<papertitle>Towards Open-Vocabulary Video Instance Segmentation.</papertitle>
</a>
<br>
Haochen Wang, Shuai Wang, Cilin Yan, Xiaolong Jiang, Xu Tang, Yao Hu, <strong>Weidi Xie*</strong>, Efstratios Gavves<br>
In: <em> International Conference on Computer Vision (ICCV)</em> , 2023. <br>
<a href="">Project Page</a> |
<a href="https://arxiv.org/pdf/2304.01715">Arxiv</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2308.04808">
<papertitle>Joint-Relation Transformer for Multi-person Motion Prediction.</papertitle>
</a>
<br>
Qingyao Xu, Weibo Mao, Jingze Gong, Chenxin Xu, Siheng Chen, <strong>Weidi Xie</strong>, Ya Zhang, Yanfeng Wang<br>
In: <em> International Conference on Computer Vision (ICCV)</em> , 2023. <br>
<a href="https://arxiv.org/abs/2308.04808">Arxiv</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2306.05493">
<papertitle>Multi-Modal Classifiers for Open-Vocabulary Object Detection.</papertitle>
</a>
<br>
Prannay Kaul, <strong>Weidi Xie</strong>, Andrew Zisserman
<br>
In: <em>International Conference on Machine Learning (ICML) </em>, 2023. <br>
<a href="https://www.robots.ox.ac.uk/~vgg/research/mm-ovod/">Project Page</a> |
<a href="https://arxiv.org/abs/2306.05493">Arxiv</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2308.08529">
<papertitle>Diagnosing Human-object Interaction Detectors.</papertitle>
</a>
<br>
Fanrui Zhu, Fangrui Zhu, Yiming Xie, <strong>Weidi Xie</strong>, Huaizu Jiang <br>
<em>Technical Report</em>, 2023. <br>
<a href="https://github.com/neu-vi/Diag-HOI">Code</a> |
<a href="https://arxiv.org/abs/2308.08529">Arxiv</a> </li>
<p> </p>
<li>
<a href="https://www.robots.ox.ac.uk/~vgg/research/arxiveri">
<papertitle>arXiVeri: Automatic Table Verification with GPT.</papertitle>
</a>
<br>
Gyungin Shin, <strong>Weidi Xie</strong>, Samuel Albanie
<br>
<em>Technical Report</em>, 2023.
<br>
<a href="https://www.robots.ox.ac.uk/~vgg/research/arxiveri">Project Page</a> |
<a href="https://arxiv.org/abs/2306.07968">Arxiv</a> </li>
<p> </p>
<li>
<a href="https://www.robots.ox.ac.uk/~vgg/research/namedmask/">
<papertitle>Namedmask: Distilling Segmenters from Complementary Foundation Models.</papertitle>
</a>
<br>
Gyungin Shin, <strong>Weidi Xie</strong>, Samuel Albanie,
<br>
In: <em>CVPR Workshop </em>, 2023.
<br>
<a href="https://www.robots.ox.ac.uk/~vgg/research/namedmask/">Project Page</a> |
<a href="https://arxiv.org/pdf/2209.11228.pdf">Arxiv</a></li>
<p> </p>
<li>
<a href="https://www.robots.ox.ac.uk/~vgg/research/zutis">
<papertitle>Zero-shot Unsupervised Transfer Instance Segmentation.</papertitle>
</a>
<br>
Gyungin Shin, Samuel Albanie, <strong>Weidi Xie</strong>
<br>
In: <em>CVPR Workshop </em>, 2023.   <font color="red"><strong>(Best Paper Award)</strong></font>
<br>
<a href="https://www.robots.ox.ac.uk/~vgg/research/zutis">Project Page</a> |
<a href="https://arxiv.org/abs/2304.14376">Arxiv</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2303.16899">
<papertitle>AutoAD: Movie Description in Context.</papertitle>
</a>
<br>
Tengda Han, Max Bain, Arsha Nagrani, Gül Varol, <strong>Weidi Xie</strong>, Andrew Zisserman
<br>
In: <em>Conference on Computer Vision and Pattern Recognition (CVPR) </em>, 2023.   <font color="red"><strong>(Highlight)</strong></font>
<br>
<a href="https://www.robots.ox.ac.uk/~vgg/research/autoad/">Project Page</a> |
<a href="https://arxiv.org/abs/2303.16899">Arxiv</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/pdf/2303.13560">
<papertitle>Collaboration Helps Camera Overtake LiDAR in 3D Detection.</papertitle>
</a>
<br>
Yue Hu, Yifan Lu, Runsheng Xu, <strong>Weidi Xie</strong>, Siheng Chen, Yanfeng Wang
<br>
In: <em>Conference on Computer Vision and Pattern Recognition (CVPR) </em>, 2023.
<br>
<a href="https://arxiv.org/pdf/2303.13560">Arxiv</a> |
<a href="https://siheng-chen.github.io/dataset/CoPerception+/">Dataset</a> |
<a href="https://github.com/MediaBrain-SJTU/CoCa3D">Code</a> </li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2301.09506">
<papertitle>OvarNet: Towards Open-vocabulary Object Attribute Recognition.</papertitle>
</a>
<br>
Keyan Chen*, Xiaolong Jiang*, Yao Hu, Xu Tang, Yan Gao, Jianqi Chen, <strong>Weidi Xie</strong>
<br>
In: <em>Conference on Computer Vision and Pattern Recognition (CVPR) </em>, 2023.
<br>
<a href="https://kyanchen.github.io/OvarNet/">Project Page</a> |
<a href="https://arxiv.org/abs/2301.09506">Arxiv</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2301.09121">
<papertitle>Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision.</papertitle>
</a>
<br>
Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Yi Wang, Yu Qiao, <strong>Weidi Xie</strong>
<br>
In: <em>Conference on Computer Vision and Pattern Recognition (CVPR) </em>, 2023.
<br>
<a href="https://jazzcharles.github.io/OVSegmentor/">Project Page</a> |
<a href="https://arxiv.org/abs/2301.09121">Arxiv</a></li>
<p> </p>
<li>
<a href="https://arxiv.org/pdf/2303.11732">
<papertitle>Multi-modal Prompting for Low-Shot Temporal Action Localization.</papertitle>
</a>
<br>
Chen Ju, Zeqian Li, Peisen Zhao, Ya Zhang, Xiaopeng Zhang, Qi Tian, Yanfeng Wang, <strong>Weidi Xie</strong> <br>
<em>Technical Report</em>, 2023. <br>
<a href="https://arxiv.org/pdf/2303.11732">Arxiv</a></li>
<p> </p>
<li>
<a href="https://ieeexplore.ieee.org/abstract/document/10032792/">
<papertitle>Aerial Monocular 3d Object Detection.</papertitle>
</a>
<br>
Yue Hu, Shaoheng Fang, <strong>Weidi Xie</strong>, Siheng Chen <br>
In: <em>IEEE Robotics and Automation Letters (RA-L)</em>, 2023. (Impact Factor: ~4)<br>
<a href="https://xiaoman-zhang.github.io/Layer-Decomposition/">Project Page</a> |
<a href="https://arxiv.org/abs/2208.03974">Arxiv</a></li>
<p> </p>
</ol>
<h2>2022</h2>
<ol>
<li>
<a href="https://arxiv.org/abs/2210.04889">
<papertitle>Turbo Training with Token Dropout.</papertitle>
</a>
<br>
Tengda Han, <strong>Weidi Xie</strong>, Andrew Zisserman
<br>
In: <em>British Machine Vision Conference (BMVC) </em>, 2022. <br>
<a href="">Project Page</a> |
<a href="https://arxiv.org/abs/2210.04889">Arxiv</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2208.13721">
<papertitle>A Simple Plugin for Transforming Images to Arbitrary Scales.</papertitle>
</a>
<br>
Qinye Zhou, Ziyi Li, <strong>Weidi Xie^†</strong>, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang†
<br>
In: <em>British Machine Vision Conference (BMVC) </em>, 2022. <br>
<a href="https://lipurple.github.io/ARIS_Webpage/">Project Page</a> |
<a href="https://arxiv.org/abs/2210.03417">Arxiv</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2210.07055">
<papertitle>Sparse in Space and Time: Audio-visual Synchronisation with Trainable Selectors.</papertitle>
</a>
<br>
Vladimir Iashin, <strong>Weidi Xie</strong>, Esa Rahtu, Andrew Zisserman
<br>
In: <em>British Machine Vision Conference (BMVC) </em>, 2022.   <font color="red"><strong>(Spotlight)</strong></font>
<br>
<a href="http://v-iashin.github.io/SparseSync">Project Page</a> |
<a href="https://arxiv.org/abs/2210.07055">Arxiv</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2208.13721">
<papertitle>CounTR: Transformer-based Generalised Visual Counting.</papertitle>
</a>
<br>
Chang Liu, Yujie Zhong, Andrew Zisserman, <strong>Weidi Xie</strong>
<br>
In: <em>British Machine Vision Conference (BMVC) </em>, 2022. <br>
<a href="https://verg-avesta.github.io/CounTR_Webpage/">Project Page</a> |
<a href="https://arxiv.org/abs/2208.13721">Arxiv</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/pdf/2206.06947">
<papertitle>K-Space Transformer for Fast MRI Reconstruction.</papertitle>
</a>
<br>
Ziheng Zhao, Tianjiao Zhang, <strong>Weidi Xie†</strong>, Yanfeng Wang†, Ya Zhang
<br>
In: <em>British Machine Vision Conference (BMVC) </em>, 2022. <br>
<a href="https://zhaoziheng.github.io/Website/K-Space-Transformer">Project Page</a> |
<a href="https://arxiv.org/pdf/2206.06947">Arxiv</a>
</li>
<p> </p>
<li>
<a href="">
<papertitle>Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models.</papertitle>
</a>
<br>
Chaofan Ma, Yuhuan Yang, Yanfeng Wang, Ya Zhang, <strong>Weidi Xie</strong>
<br>
In: <em>British Machine Vision Conference (BMVC) </em>, 2022.   <font color="red"><strong>(Oral Presentation)</strong></font>
<br>
<a href="https://arxiv.org/abs/2210.15138">Arxiv</a> |
<a href="https://github.com/chaofanma/Fusioner">Code</a>
</li>
<p> </p>
<li>
<a href="https://www.robots.ox.ac.uk/~vgg/research/tpod/">
<papertitle>A Tri-Layer Plugin to Improve Occluded Detection.</papertitle>
</a>
<br>
Guanqi Zhan, <strong>Weidi Xie</strong>, Andrew Zisserman
<br>
In: <em>British Machine Vision Conference (BMVC) </em>, 2022.   <font color="red"><strong>(Oral Presentation)</strong></font>
<br>
<a href="https://www.robots.ox.ac.uk/~vgg/research/tpod/">Project Page</a> |
<a href="https://arxiv.org/pdf/2210.10046">Arxiv</a>
</li>
<p> </p>
<li>
<a href="https://omnimatte-sp.github.io">
<papertitle>Associating Objects and Their Effects in Video through Coordination Games.</papertitle>
</a>
<br>
Erika Lu, Forrester Cole, <strong>Weidi Xie</strong>, Tali Dekel, William T. Freeman, Andrew Zisserman, Michael Rubinstein
<br>
In: <em>Conference on Neural Information Processing Systems (NeurIPS) </em>, 2022. <br>
<a href="https://omnimatte-sp.github.io">Project Page</a> |
<a href="https://openreview.net/pdf?id=hq-p55-qil9">Paper</a>
</li>
<p> </p>
<li>
<a href="https://arxiv.org/abs/2206.07045">
<papertitle>ReCo: Retrieve and Co-segment for Zero-shot Transfer.</papertitle>
</a>
<br>
Gyungin Shin, <strong>Weidi Xie</strong>, Samuel Albanie
<br>
In: <em>Conference on Neural Information Processing Systems (NeurIPS) </em>, 2022. <br>
<a href="https://www.robots.ox.ac.uk/~vgg/research/reco/">Project Page</a> |
<a href="https://arxiv.org/abs/2206.07045">Arxiv</a>
</li>
<p> </p>