Bingchen Zhao

According to our database, Bingchen Zhao authored at least 47 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

OOD-CV-v2 : An Extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images.

Bingchen Zhao, Jiahao Wang, Wufei Ma, Artur Jesslen, Siwei Yang, Shaozuo Yu, Oliver Zendel, Christian Theobalt, Alan L. Yuille, Adam Kortylewski

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability.

Haonan Li, Xudong Han, Zenan Zhai, Honglin Mu, Hao Wang, Zhenxuan Zhang, Yilin Geng, Shom Lin, Renxi Wang, Artem Shelmanov, Xiangyu Qi, Yuxia Wang, Donghai Hong, Youliang Yuan, Meng Chen, Haoqin Tu, Fajri Koto, Tatsuki Kuribayashi, Cong Zeng, Rishabh Bhardwaj, Bingchen Zhao, Yawen Duan, Yi Liu, Emad A. Alghamdi, Yaodong Yang, Yinpeng Dong, Soujanya Poria, Pengfei Liu, Zhengzhong Liu, Xuguang Ren, Eduard H. Hovy, Iryna Gurevych, Preslav Nakov, Monojit Choudhury, Timothy Baldwin

CoRR, 2024

CLIPS: An Enhanced CLIP Framework for Learning with Synthetic Captions.

Yanqing Liu, Xianhang Li, Zeyu Wang, Bingchen Zhao, Cihang Xie

CoRR, 2024

AttnGCG: Enhancing Jailbreaking Attacks on LLMs with Attention Manipulation.

Zijun Wang, Haoqin Tu, Jieru Mei, Bingchen Zhao, Yisen Wang, Cihang Xie

CoRR, 2024

A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Yunfei Xie, Juncheng Wu, Haoqin Tu, Siwei Yang, Bingchen Zhao, Yongshuo Zong, Qiao Jin, Cihang Xie, Yuyin Zhou

CoRR, 2024

Contextuality Helps Representation Learning for Generalized Category Discovery.

Tingzhang Luo, Mingxuan Du, Jiatao Shi, Xinxiang Chen, Bingchen Zhao, Shaoguang Huang

CoRR, 2024

Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning.

Bingchen Zhao, Yongshuo Zong, Letian Zhang, Timothy M. Hospedales

CoRR, 2024

What If We Recaption Billions of Web Images with LLaMA-3?

Xianhang Li, Haoqin Tu, Mude Hui, Zeyu Wang, Bingchen Zhao, Junfei Xiao, Sucheng Ren, Jieru Mei, Qing Liu, Huangjie Zheng, Yuyin Zhou, Cihang Xie

CoRR, 2024

Generalization Beyond Data Imbalance: A Controlled Study on CLIP for Transferable Insights.

Xin Wen, Bingchen Zhao, Yilun Chen, Jiangmiao Pang, Xiaojuan Qi

CoRR, 2024

HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing.

Mude Hui, Siwei Yang, Bingchen Zhao, Yichun Shi, Heng Wang, Peng Wang, Yuyin Zhou, Cihang Xie

CoRR, 2024

Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery.

Ye Wang, Yaxiong Wang, Yujiao Wu, Bingchen Zhao, Xueming Qian

CoRR, 2024

Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence.

Bo Peng, Daniel Goldstein, Quentin Anthony, Alon Albalak, Eric Alcaide, Stella Biderman, Eugene Cheah, Xingjian Du, Teddy Ferdinan, Haowen Hou, Przemyslaw Kazienko, Kranthi Kiran GV, Jan Kocon, Bartlomiej Koptyra, Satyapriya Krishna, Ronald McClelland Jr., Niklas Muennighoff, Fares Obeid, Atsushi Saito, Guangyu Song, Haoqin Tu, Stanislaw Wozniak, Ruichong Zhang, Bingchen Zhao, Qihang Zhao, Peng Zhou, Jian Zhu, Rui-Jie Zhu

CoRR, 2024

AQA-Bench: An Interactive Benchmark for Evaluating LLMs' Sequential Reasoning Ability.

Siwei Yang, Bingchen Zhao, Cihang Xie

CoRR, 2024

Fool Your (Vision and) Language Model with Embarrassingly Simple Permutations.

Yongshuo Zong, Tingyang Yu, Ruchika Chavhan, Bingchen Zhao, Timothy M. Hospedales

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Debiased Prototypical Learning Improves Generalized Category Discovery.

Yu Wang, Bingchen Zhao, Yongchun Lu, Guoqiang Xiao, Quan Lu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning.

Bingchen Zhao, Haoqin Tu, Chen Wei, Jieru Mei, Cihang Xie

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Labeled Data Selection for Category Discovery.

Bingchen Zhao, Nico Lang, Serge J. Belongie, Oisin Mac Aodha

Proceedings of the Computer Vision - ECCV 2024, 2024

A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties.

Junfei Xiao, Ziqi Zhou, Wenxuan Li, Shiyi Lan, Jieru Mei, Zhiding Yu, Bingchen Zhao, Alan L. Yuille, Yuyin Zhou, Cihang Xie

Proceedings of the Computer Vision - ECCV 2024, 2024

How Many Are in This Image A Safety Evaluation Benchmark for Vision LLMs.

Haoqin Tu, Chenhang Cui, Zijun Wang, Yiyang Zhou, Bingchen Zhao, Junlin Han, Wangchunshu Zhou, Huaxiu Yao, Cihang Xie

Proceedings of the Computer Vision - ECCV 2024, 2024

PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery.

Fernando Julio Cendra, Bingchen Zhao, Kai Han

Proceedings of the Computer Vision - ECCV 2024, 2024

Beyond the Known: Novel Class Discovery for Open-World Graph Learning.

Yucheng Jin, Yun Xiong, Juncheng Fang, Xixi Wu, Dongxiao He, Xing Jia, Bingchen Zhao, Philip S. Yu

Proceedings of the Database Systems for Advanced Applications, 2024

What If the TV was off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models.

Letian Zhang, Xiaotong Zhai, Zhongkai Zhao, Yongshuo Zong, Xin Wen, Bingchen Zhao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Compress & Align: Curating Image-Text Data with Human Knowledge.

Lei Zhang, Fangxun Shu, Sucheng Ren, Bingchen Zhao, Hao Jiang, Cihang Xie

CoRR, 2023

How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs.

Haoqin Tu, Chenhang Cui, Zijun Wang, Yiyang Zhou, Bingchen Zhao, Junlin Han, Wangchunshu Zhou, Huaxiu Yao, Cihang Xie

CoRR, 2023

Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics.

Haoqin Tu, Bingchen Zhao, Chen Wei, Cihang Xie

CoRR, 2023

Vision Learners Meet Web Image-Text Pairs.

Bingchen Zhao, Quan Cui, Hao Wu, Osamu Yoshie, Cheng Yang

CoRR, 2023

What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models.

Letian Zhang, Xiaotong Zhai, Zhongkai Zhao, Xin Wen, Bingchen Zhao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery.

Bingchen Zhao, Xin Wen, Kai Han

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Incremental Generalized Category Discovery.

Bingchen Zhao, Oisin Mac Aodha

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Parametric Classification for Generalized Category Discovery: A Baseline Study.

Xin Wen, Bingchen Zhao, Xiaojuan Qi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

One Venue, Two Conferences: The Separation of Chinese and American Citation Networks.

Bingchen Zhao, Yuling Gu, Jessica Zosa Forde, Naomi Saphra

CoRR, 2022

A Simple Parametric Classification Baseline for Generalized Category Discovery.

Xin Wen, Bingchen Zhao, Xiaojuan Qi

CoRR, 2022

Self-Supervised Visual Representation Learning with Semantic Grouping.

Xin Wen, Bingchen Zhao, Anlin Zheng, Xiangyu Zhang, Xiaojuan Qi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images.

Bingchen Zhao, Shaozuo Yu, Wufei Ma, Mingxin Yu, Shenxiao Mei, Angtian Wang, Ju He, Alan L. Yuille, Adam Kortylewski

Proceedings of the Computer Vision - ECCV 2022, 2022

Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective.

Quan Cui, Bingchen Zhao, Zhao-Min Chen, Borui Zhao, Renjie Song, Boyan Zhou, Jiajun Liang, Osamu Yoshie

Proceedings of the Computer Vision - ECCV 2022, 2022

XCon: Learning with Experts for Fine-grained Category Discovery.

Yixin Fei, Zhongkai Zhao, Siwei Yang, Bingchen Zhao

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

ROBIN : A Benchmark for Robustness to Individual Nuisancesin Real-World Out-of-Distribution Shifts.

Bingchen Zhao, Shaozuo Yu, Wufei Ma, Mingxin Yu, Shenxiao Mei, Angtian Wang, Ju He, Alan L. Yuille, Adam Kortylewski

CoRR, 2021

Rail-5k: a Real-World Dataset for Rail Surface Defects Detection.

Zihao Zhang, Shaozuo Yu, Siwei Yang, Yu Zhou, Bingchen Zhao

CoRR, 2021

Temporal Context Aggregation for Video Retrieval with Contrastive Learning.

Jie Shao, Xin Wen, Bingchen Zhao, Xiangyang Xue

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation.

Bingchen Zhao, Kai Han

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Improving Contrastive Learning by Visualizing Feature Transformation.

Rui Zhu, Bingchen Zhao, Jingen Liu, Zhenglong Sun, Chang Wen Chen

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Context Encoding for Video Retrieval with Contrastive Learning.

Jie Shao, Xin Wen, Bingchen Zhao, Changhu Wang, Xiangyang Xue

CoRR, 2020

Distilling Visual Priors from Self-Supervised Learning.

Bingchen Zhao, Xin Wen

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Reducing the feature divergence of RGB and near-infrared images using Switchable Normalization.

Siwei Yang, Shaozuo Yu, Bingchen Zhao, Yin Wang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

The 1st Agriculture-Vision Challenge: Methods and Results.

Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer A. Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander G. Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Jun Hee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg, Alexandre Barbosa, Rodrigo G. Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Y. Ng, Van Thong Huynh, Soo-Hyung Kim, In Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay N. Talbar, Jianyu Tang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Characterizing Robotic and Organic Query in SPARQL Search Sessions.

Xinyue Zhang, Meng Wang, Bingchen Zhao, Ruyang Liu, Jingyuan Zhang, Han Yang

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

2012

The Hardware Solution of a New Image Processing Algorithm.

Yanwu Gao, Bin Zhang, Lili Gan, Bingchen Zhao

Int. J. Adv. Pervasive Ubiquitous Comput., 2012