Source Themes

OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation

Accepted by IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, **4 top ratings** ***Fan Wu**, Jiarui Zhang, [Xiao Fu](https://fuxiao0719.github.io/), Yuxin Wang, [Jiawei Ren](https://jiawei-ren.github.io/), [Liang Pan](https://scholar.google.com/citations?user=lSDISOcAAAAJ&hl=zh-CN), [Wayne Wu](https://wywu.github.io/), [Lei Yang](https://scholar.google.com.hk/citations?user=jZH2IPYAAAAJ&hl=en), [Jiaqi Wang](https://myownskyw7.github.io/), [Chen Qian](https://scholar.google.com/citations?user=AerkT0YAAAAJ&hl=zh-CN), [Dahua Lin](http://dahua.me/), [Ziwei Liu](https://liuziwei7.github.io/)*

Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction

Accepted by International Conference on Learning Representations (ICLR), 2023, as **Spotlight** ***Fan Wu**, [Jiaqi Wang](https://myownskyw7.github.io/), [Xingang Pan](https://xingangpan.github.io/), [Xudong Xu](https://sheldontsui.github.io/), [Christian Theobalt](https://people.mpi-inf.mpg.de/~theobalt/), [Ziwei Liu](https://liuziwei7.github.io/), [Dahua Lin](http://dahua.me/)*

Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion

Accepted by Advances in Neural Information Processing Systems (NeurIPS), 2021 ***Fan Wu**, [Liang Pan](https://scholar.google.com/citations?user=lSDISOcAAAAJ), [Junzhe Zhang](https://junzhezhang.github.io/), [Tai Wang](https://tai-wang.github.io/), [Ziwei Liu](https://liuziwei7.github.io/), [Dahua Lin](http://dahua.me/)*

Few-Shot Object Detection via Association and DIscrimination

Accepted by Advances in Neural Information Processing Systems (NeurIPS), 2021 *[Yuhang Cao](https://scholar.google.com/citations?user=sJkqsqkAAAAJ&hl=zh-CN), [Jiaqi Wang](https://scholar.google.com.hk/citations?user=GDvt570AAAAJ&hl=zh-CN), [Ying Jin](https://jin-ying.github.io/), **Fan Wu**, [Kai Chen](https://chenkai.site/), [Ziwei Liu](https://liuziwei7.github.io/), [Dahua Lin](http://dahua.me/)*

Adversarial Robustness under Long-Tailed Distribution

Accepted by IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, as **Oral** ***Fan Wu**, [Ziwei Liu](https://liuziwei7.github.io/), [Qingqiu Huang](http://qqhuang.cn/), [Yu Wang](http://nicsefc.ee.tsinghua.edu.cn/people/yu-wang/), [Dahua Lin](http://dahua.me/)*

Towards Evaluating and Training Verifiably Robust Neural Networks

Accepted by IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, as **Oral** *[Zhaoyang Lyu](https://github.com/ZhaoyangLyu), [Minghao Guo](https://www.minghaoguo.com/), **Fan Wu**, [Guodong Xu](https://xuguodong.netlify.app/), [Dahua Lin](http://dahua.me/)*

Shaping Deep Feature Space towards Gaussian Mixture for Visual Classification

Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) *[Weitao Wan](https://scholar.google.com/citations?hl=zh-CN&user=xIdF_oMAAAAJ), [Jiansheng Chen](https://jschenthu.weebly.com/), Cheng Yu, **Fan Wu**, Yuanyi Zhong, [Ming-Hsuan Yang](https://scholar.google.com/citations?user=p9-ohHsAAAAJ&hl=zh-CN)*

Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets

Accepted by European Conference on Computer Vision (ECCV), 2020, as **Spotlightgit** ***Fan Wu**, [Qingqiu Huang](http://qqhuang.cn/), [Ziwei Liu](https://liuziwei7.github.io/), [Yu Wang](http://nicsefc.ee.tsinghua.edu.cn/people/yu-wang/), [Dahua Lin](http://dahua.me/)*

Caption-Supervised Face Recognition: Training a State-of-the-Art Face Model without Manual Annotation

Accepted by European Conference on Computer Vision (ECCV), 2020 *[Qingqiu Huang](http://qqhuang.cn/), [Lei Yang](https://github.com/yl-1993), [Huaiyi Huang](https://github.com/hahehi), **Fan Wu**, [Dahua Lin](http://dahua.me/)*

Physical Adversarial Attack on Vehicle Detector in the Carla Simulator

A technique report, arXiv preprint ***Fan Wu**, [Xuefei Ning](https://nicsefc.ee.tsinghua.edu.cn/people/xuefei-ning/), [Wenshuo Li](https://nicsefc.ee.tsinghua.edu.cn/people/wilson-lee/), [Ranran Huang](https://nicsefc.ee.tsinghua.edu.cn/people/ranran-huang/), [Huazhong Yang](https://scholar.google.com/citations?user=3m8I0XAAAAAJ&hl=en), [Yu Wang](http://nicsefc.ee.tsinghua.edu.cn/people/yu-wang/)*