Jianyang Gu

60 papers A* 10C 1Journal 44Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
AVION: Aerial Vision-Language Instruction from Offline Teacher to Prompt-Tuned Network.
CoRR
Yu Hu, Jianyang Gu, Hao Liu, Yue Cao, Jozsef Hamari, Zheng Liu, Mohsen Zardadi
2026 J jnl
Dataset distillation with pre-trained models: A contrastive approach.
Neurocomputing
Yao Lu, Xuguang Chen, Jianyang Gu, Yuchen Zhang, Qi Xuan, Zhaowei Zhu
2026 J jnl
HIERAMP: Coarse-to-Fine Autoregressive Amplification for Generative Dataset Distillation.
CoRR
Lin Zhao, Xinru Jiang, Xi Xiao, Qihui Fan, Lei Lu, Yanzhi Wang, Xue Lin, Octavia I. Camps, Pu Zhao, Jianyang Gu
2026 J jnl
Lessons and Open Questions from a Unified Study of Camera-Trap Species Recognition Over Time.
CoRR
Sooyoung Jeon, Hongjie Tian, Lemeng Wang, Zheda Mai, Vidhi Bakshi, Jiacheng Hou, Ping Zhang, Arpita Chowdhury, Jianyang Gu, Wei-Lun Chao
2026 J jnl
Stochastic style perturbation modelling for visible-Infrared person re-Identification with severely modality imbalance.
Neural Networks
Haojie Liu, Zhiyong Li, Jianyang Gu, Mingyu Wang, Q. M. Jonathan Wu, Wei Jiang
2026 J jnl
TaxaAdapter: Vision Taxonomy Models are Key to Fine-grained Image Generation over the Tree of Life.
CoRR
Mridul Khurana, Amin Karimi Monsefi, Justin Lee, Medha Sawhney, David Carlyn, Julia Chae, Jianyang Gu, Rajiv Ramnath, Sara Beery, Wei-Lun Chao, Anuj Karpatne, Cheng Zhang
2025 J jnl
BioCAP: Exploiting Synthetic Captions Beyond Labels in Biological Foundation Models.
CoRR
Ziheng Zhang, Xinyue Ma, Arpita Chowdhury, Elizabeth G. Campolongo, Matthew J. Thompson, Net Zhang, Samuel Stevens, Hilmar Lapp, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao, Jianyang Gu
2025 J jnl
BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning.
CoRR
Jianyang Gu, Samuel Stevens, Elizabeth G. Campolongo, Matthew J. Thompson, Net Zhang, Jiaman Wu, Andrei Kopanev, Zheda Mai, Alexander E. White, James P. Balhoff, Wasila M. Dahdul, Daniel I. Rubenstein, Hilmar Lapp, Tanya Y. Berger-Wolf, Wei-Lun Chao, Yu Su
2025 J jnl
CONCORD: Concept-Informed Diffusion for Dataset Distillation.
CoRR
Jianyang Gu, Haonan Wang, Ruoxi Jia, Saeed Vahidian, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen
2025 J jnl
CoMix: Collaborative Mixed Learning via Style Fuzzy Normalization for Visible-Infrared Person Re-Identification.
IEEE Trans. Syst. Man Cybern. Syst.
Haojie Liu, Jianyang Gu, Zhiyong Li, Mingyu Wang, Q. M. Jonathan Wu, Wei Jiang
2025 A* conf
Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation.
CVPR
Ziheng Zhang, Jianyang Gu, Arpita Chowdhury, Zheda Mai, David Carlyn, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao
2025 J jnl
Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation.
CoRR
Ziheng Zhang, Jianyang Gu, Arpita Chowdhury, Zheda Mai, David Carlyn, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao
2025 J jnl
Finer-Personalization Rank: Fine-Grained Retrieval Examines Identity Preservation for Personalized Generation.
CoRR
Connor Kilrain, David Carlyn, Julia Chae, Sara Beery, Wei-Lun Chao, Jianyang Gu
2025 A* conf
Group Distributionally Robust Dataset Distillation with Risk Minimization.
ICLR
Saeed Vahidian, Mingyu Wang, Jianyang Gu, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen
2025 J jnl
Prompt-CAM: A Simpler Interpretable Transformer for Fine-Grained Analysis.
CoRR
Arpita Chowdhury, Dipanjyoti Paul, Zheda Mai, Jianyang Gu, Ziheng Zhang, Kazi Sajeed Mehrab, Elizabeth G. Campolongo, Daniel I. Rubenstein, Charles V. Stewart, Anuj Karpatne, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao
2025 A* conf
Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis.
CVPR
Arpita Chowdhury, Dipanjyoti Paul, Zheda Mai, Jianyang Gu, Ziheng Zhang, Kazi Sajeed Mehrab, Elizabeth G. Campolongo, Daniel I. Rubenstein, Charles V. Stewart, Anuj Karpatne, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao
2025 J jnl
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation.
CoRR
Zhenyang Feng, Zihe Wang, Saul Ibaven Bueno, Tomasz Frelek, Advikaa Ramesh, Jingyan Bai, Lemeng Wang, Zanming Huang, Jianyang Gu, Jinsu Yoo, Tai-Yu Pan, Arpita Chowdhury, Michelle Ramirez, Elizabeth G. Campolongo, Matthew J. Thompson, Christopher G. Lawrence, Sydne Record, Neil Rosser, Anuj Karpatne, Daniel I. Rubenstein, Hilmar Lapp, Charles V. Stewart, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao
2025 A* conf
Taming Diffusion for Dataset Distillation with High Representativeness.
ICML
Lin Zhao, Yushu Wu, Xinru Jiang, Jianyang Gu, Yanzhi Wang, Xiaolin Xu, Pu Zhao, Xue Lin
2025 J jnl
Taming Diffusion for Dataset Distillation with High Representativeness.
CoRR
Lin Zhao, Yushu Wu, Xinru Jiang, Jianyang Gu, Yanzhi Wang, Xiaolin Xu, Pu Zhao, Xue Lin
2024 J jnl
CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation.
CoRR
Qinsi Wang, Saeed Vahidian, Hancheng Ye, Jianyang Gu, Jianyi Zhang, Yiran Chen
2024 J jnl
Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning.
CoRR
Vyacheslav Kungurtsev, Yuanfang Peng, Jianyang Gu, Saeed Vahidian, Anthony Quinn, Fadwa Idlahcen, Yiran Chen
2024 — conf
DiM: Distilling Dataset into Generative Model.
ECCV Workshops (19)
Kai Wang, Jianyang Gu, Hansong Zhang, Daquan Zhou, Zheng Zhu, Wei Jiang, Yang You
2024 J jnl
Dynamic gradient reactivation for backward compatible person re-identification.
Pattern Recognit.
Xiao Pan, Hao Luo, Weihua Chen, Fan Wang, Hao Li, Wei Jiang, Jianming Zhang, Jianyang Gu, Peike Li
2024 A* conf
Efficient Dataset Distillation via Minimax Diffusion.
CVPR
Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen
2024 — conf
Exploring the Impact of Dataset Bias on Dataset Distillation.
CVPR Workshops
Yao Lu, Jianyang Gu, Xuguang Chen, Saeed Vahidian, Qi Xuan
2024 J jnl
Exploring the Impact of Dataset Bias on Dataset Distillation.
CoRR
Yao Lu, Jianyang Gu, Xuguang Chen, Saeed Vahidian, Qi Xuan
2024 J jnl
Group Distributionally Robust Dataset Distillation with Risk Minimization.
CoRR
Saeed Vahidian, Mingyu Wang, Jianyang Gu, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen
2024 A* conf
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning.
ICLR
Ziheng Qin, Kai Wang, Zangwei Zheng, Jianyang Gu, Xiangyu Peng, Zhaopan Xu, Daquan Zhou, Lei Shang, Baigui Sun, Xuansong Xie, Yang You
2024 A* conf
Summarizing Stream Data for Memory-Constrained Online Continual Learning.
AAAI
Jianyang Gu, Kai Wang, Wei Jiang, Yang You
2024 J jnl
Technical Report for ActivityNet Challenge 2022 - Temporal Action Localization.
CoRR
Shimin Chen, Wei Li, Jianyang Gu, Chen Chen, Yandong Guo
2023 J jnl
3D-Guided Frontal Face Generation for Pose-Invariant Recognition.
ACM Trans. Intell. Syst. Technol.
Hao Wu, Jianyang Gu, Xiaojin Fan, He Li, Lidong Xie, Jian Zhao
2023 J jnl
Can pre-trained models assist in dataset distillation?
CoRR
Yao Lu, Xuguang Chen, Yuchen Zhang, Jianyang Gu, Tianle Zhang, Yifan Zhang, Xiaoniu Yang, Qi Xuan, Kai Wang, Yang You
2023 J jnl
Color Prompting for Data-Free Continual Unsupervised Domain Adaptive Person Re-Identification.
CoRR
Jianyang Gu, Hao Luo, Kai Wang, Wei Jiang, Yang You, Jian Zhao
2023 J jnl
DREAM+: Efficient Dataset Distillation by Bidirectional Representative Matching.
CoRR
Yanqing Liu, Jianyang Gu, Kai Wang, Zheng Zhu, Kaipeng Zhang, Wei Jiang, Yang You
2023 A* conf
DREAM: Efficient Dataset Distillation by Representative Matching.
ICCV
Yanqing Liu, Jianyang Gu, Kai Wang, Zheng Zhu, Wei Jiang, Yang You
2023 J jnl
DREAM: Efficient Dataset Distillation by Representative Matching.
CoRR
Yanqing Liu, Jianyang Gu, Kai Wang, Zheng Zhu, Wei Jiang, Yang You
2023 A* conf
Dataset Quantization.
ICCV
Daquan Zhou, Kai Wang, Jianyang Gu, Xiangyu Peng, Dongze Lian, Yifan Zhang, Yang You, Jiashi Feng
2023 J jnl
Dataset Quantization.
CoRR
Daquan Zhou, Kai Wang, Jianyang Gu, Xiangyu Peng, Dongze Lian, Yifan Zhang, Yang You, Jiashi Feng
2023 J jnl
DiM: Distilling Dataset into Generative Model.
CoRR
Kai Wang, Jianyang Gu, Daquan Zhou, Zheng Zhu, Wei Jiang, Yang You
2023 J jnl
Efficient Dataset Distillation via Minimax Diffusion.
CoRR
Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen
2023 J jnl
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning.
CoRR
Ziheng Qin, Kai Wang, Zangwei Zheng, Jianyang Gu, Xiangyu Peng, Daquan Zhou, Yang You
2023 A* conf
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID.
CVPR
Jianyang Gu, Kai Wang, Hao Luo, Chen Chen, Wei Jiang, Yuqiang Fang, Shanghang Zhang, Yang You, Jian Zhao
2023 J jnl
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID.
CoRR
Jianyang Gu, Kai Wang, Hao Luo, Chen Chen, Wei Jiang, Yuqiang Fang, Shanghang Zhang, Yang You, Jian Zhao
2023 J jnl
Summarizing Stream Data for Memory-Restricted Online Continual Learning.
CoRR
Jianyang Gu, Kai Wang, Wei Jiang, Yang You
2023 J jnl
Transformer-Based Domain-Specific Representation for Unsupervised Domain Adaptive Vehicle Re-Identification.
IEEE Trans. Intell. Transp. Syst.
Ran Wei, Jianyang Gu, Shuting He, Wei Jiang
2022 J jnl
Dynamic Gradient Reactivation for Backward Compatible Person Re-identification.
CoRR
Xiao Pan, Hao Luo, Weihua Chen, Fan Wang, Hao Li, Wei Jiang, Jianming Zhang, Jianyang Gu, Peike Li
2022 — conf
MV-TAL: Mulit-view Temporal Action Localization in Naturalistic Driving.
CVPR Workshops
Wei Li, Shimin Chen, Jianyang Gu, Ning Wang, Chen Chen, Yandong Guo
2022 J jnl
Multi-View Evolutionary Training for Unsupervised Domain Adaptive Person Re-Identification.
IEEE Trans. Inf. Forensics Secur.
Jianyang Gu, Weihua Chen, Hao Luo, Fan Wang, Hao Li, Wei Jiang, Weijie Mao
2022 J jnl
SEAL: A Large-scale Video Dataset of Multi-grained Spatio-temporally Action Localization.
CoRR
Shimin Chen, Wei Li, Chen Chen, Jianyang Gu, Jiaming Chu, Xunqiang Tao, Yandong Guo
2022 J jnl
SFGN: Representing the sequence with one super frame for video person re-identification.
Knowl. Based Syst.
Xiao Pan, Hao Luo, Wei Jiang, Jianming Zhang, Jianyang Gu, Peike Li
2022 — conf
SoccerNet 2022 Challenges Results.
MMSports@MM
Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li
2022 J jnl
SoccerNet 2022 Challenges Results.
CoRR
Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li
2021 — conf
An Empirical Study of Vehicle Re-Identification on the AI City Challenge.
CVPR Workshops
Hao Luo, Weihua Chen, Xianzhe Xu, Jianyang Gu, Yuqi Zhang, Chong Liu, Yiqi Jiang, Shuting He, Fan Wang, Hao Li
2021 J jnl
An Empirical Study of Vehicle Re-Identification on the AI City Challenge.
CoRR
Hao Luo, Weihua Chen, Xianzhe Xu, Jianyang Gu, Yuqi Zhang, Chong Liu, Yiqi Jiang, Shuting He, Fan Wang, Hao Li
2021 J jnl
An efficient global representation constrained by Angular Triplet loss for vehicle re-identification.
Pattern Anal. Appl.
Jianyang Gu, Wei Jiang, Hao Luo, Hongyan Yu
2020 J jnl
1st Place Solution to VisDA-2020: Bias Elimination for Domain Adaptive Pedestrian Re-identification.
CoRR
Jianyang Gu, Hao Luo, Weihua Chen, Yiqi Jiang, Yuqi Zhang, Shuting He, Fan Wang, Hao Li, Wei Jiang
2020 J jnl
A Strong Baseline and Batch Normalization Neck for Deep Person Re-Identification.
IEEE Trans. Multim.
Hao Luo, Wei Jiang, Youzhi Gu, Fuxu Liu, Xingyu Liao, Shenqi Lai, Jianyang Gu
2019 J jnl
A Strong Baseline and Batch Normalization Neck for Deep Person Re-identification.
CoRR
Hao Luo, Wei Jiang, Youzhi Gu, Fuxu Liu, Xingyu Liao, Shenqi Lai, Jianyang Gu
2019 J jnl
ZJUNlict Extended Team Description Paper for RoboCup 2019.
CoRR
Zheyuan Huang, Lingyun Chen, Jiacheng Li, Yunkai Wang, Zexi Chen, Licheng Wen, Jianyang Gu, Peng Hu, Rong Xiong
2018 C conf
RoboCup SSL 2018 Champion Team Paper.
RoboCup
Zheyuan Huang, Lingyun Chen, Jiacheng Li, Yunkai Wang, Zexi Chen, Licheng Wen, Jianyang Gu, Peng Hu, Rong Xiong