Gu, Jianyang

15 publications

NeurIPS 2025 BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning Jianyang Gu, Samuel Stevens, Elizabeth G Campolongo, Matthew J Thompson, Net Zhang, Jiaman Wu, Andrei Kopanev, Zheda Mai, Alexander E. White, James Balhoff, Wasila Dahdul, Daniel Rubenstein, Hilmar Lapp, Tanya Berger-Wolf, Wei-Lun Chao, Yu Su

CVPR 2025 Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation Ziheng Zhang, Jianyang Gu, Arpita Chowdhury, Zheda Mai, David Carlyn, Tanya Berger-Wolf, Yu Su, Wei-Lun Chao

ICLR 2025 Group Distributionally Robust Dataset Distillation with Risk Minimization Saeed Vahidian, Mingyu Wang, Jianyang Gu, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen

CVPR 2025 Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis Arpita Chowdhury, Dipanjyoti Paul, Zheda Mai, Jianyang Gu, Ziheng Zhang, Kazi Sajeed Mehrab, Elizabeth G. Campolongo, Daniel Rubenstein, Charles V. Stewart, Anuj Karpatne, Tanya Berger-Wolf, Yu Su, Wei-Lun Chao

ICML 2025 Taming Diffusion for Dataset Distillation with High Representativeness Lin Zhao, Yushu Wu, Xinru Jiang, Jianyang Gu, Yanzhi Wang, Xiaolin Xu, Pu Zhao, Xue Lin

ECCVW 2024 DiM: Distilling Dataset into Generative Model Kai Wang, Jianyang Gu, Hansong Zhang, Daquan Zhou, Zheng Zhu, Wei Jiang, Yang You

CVPR 2024 Efficient Dataset Distillation via Minimax Diffusion Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen

CVPRW 2024 Exploring the Impact of Dataset Bias on Dataset Distillation Yao Lu, Jianyang Gu, Xuguang Chen, Saeed Vahidian, Qi Xuan

ICLR 2024 InfoBatch: Lossless Training Speed up by Unbiased Dynamic Data Pruning Ziheng Qin, Kai Wang, Zangwei Zheng, Jianyang Gu, Xiangyu Peng, xu Zhao Pan, Daquan Zhou, Lei Shang, Baigui Sun, Xuansong Xie, Yang You

AAAI 2024 Summarizing Stream Data for Memory-Constrained Online Continual Learning Jianyang Gu, Kai Wang, Wei Jiang, Yang You

ICCV 2023 DREAM: Efficient Dataset Distillation by Representative Matching Yanqing Liu, Jianyang Gu, Kai Wang, Zheng Zhu, Wei Jiang, Yang You

ICCV 2023 Dataset Quantization Daquan Zhou, Kai Wang, Jianyang Gu, Xiangyu Peng, Dongze Lian, Yifan Zhang, Yang You, Jiashi Feng

CVPR 2023 MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID Jianyang Gu, Kai Wang, Hao Luo, Chen Chen, Wei Jiang, Yuqiang Fang, Shanghang Zhang, Yang You, Jian Zhao

CVPRW 2022 MV-TAL: Mulit-View Temporal Action Localization in Naturalistic Driving Wei Li, Shimin Chen, Jianyang Gu, Ning Wang, Chen Chen, Yandong Guo

CVPRW 2021 An Empirical Study of Vehicle Re-Identification on the AI City Challenge Hao Luo, Weihua Chen, Xianzhe Xu, Jianyang Gu, Yuqi Zhang, Chong Liu, Yiqi Jiang, Shuting He, Fan Wang, Hao Li