Han Zhang

122 papers A* 38A 1B 1Journal 70Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Source-Free Active Domain Adaptation via Influential-Points-Guided Progressive Teacher for Medical Image Segmentation.
IEEE Trans. Medical Imaging
Yong Chen, Xiangde Luo, Renyi Chen, Yiyue Li, Han Zhang, He Lyu, Huan Song, Kang Li
2025 J jnl
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence.
CoRR
Shangwen Zhu, Han Zhang, Zhantao Yang, Qianyu Peng, Zhao Pu, Huangji Wang, Fan Cheng
2025 J jnl
Addressing the ID-Matching Challenge in Long Video Captioning.
CoRR
Zhantao Yang, Huangji Wang, Ruili Feng, Han Zhang, Yuting Hu, Shangwen Zhu, Junyan Li, Yu Liu, Fan Cheng
2025 A* conf
BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs.
CVPR
Zhantao Yang, Ruili Feng, Keyu Yan, Huangji Wang, Zhicai Wang, Shangwen Zhu, Han Zhang, Jie Xiao, Pingyu Wu, Kai Zhu, Jixuan Chen, Chen-Wei Xie, Yue Yang, Hongyang Zhang, Yu Liu, Fan Cheng
2025 — conf
DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model.
MICCAI (13)
Han Zhang, Xiangde Luo, Yong Chen, Kang Li
2025 J jnl
DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model.
CoRR
Han Zhang, Xiangde Luo, Yong Chen, Kang Li
2025 J jnl
Discrete Noise Inversion for Next-scale Autoregressive Text-based Image Editing.
CoRR
Quan Dao, Xiaoxiao He, Ligong Han, Ngan Hoai Nguyen, Amin Heyrani Nobari, Faez Ahmed, Han Zhang, Viet Anh Nguyen, Dimitris N. Metaxas
2025 A* conf
Epsilon-VAE: Denoising as Visual Decoding.
ICML
Long Zhao, Sanghyun Woo, Ziyu Wan, Yandong Li, Han Zhang, Boqing Gong, Hartwig Adam, Xuhui Jia, Ting Liu
2025 J jnl
HALO: Human-Aligned End-to-end Image Retargeting with Layered Transformations.
CoRR
Yiran Xu, Siqi Xie, Zhuofang Li, Harris Shadmany, Yinxiao Li, Luciano Sbaiz, Miaosen Wang, Junjie Ke, José Lezama, Hang Qi, Han Zhang, Jesse Berent, Ming-Hsuan Yang, Irfan Essa, Jiabin Huang, Feng Yang
2025 J jnl
Image Diffusion Preview with Consistency Solver.
CoRR
Fu-Yun Wang, Hao Zhou, Liangzhe Yuan, Sanghyun Woo, Boqing Gong, Bohyung Han, Ming-Hsuan Yang, Han Zhang, Yukun Zhu, Ting Liu, Long Zhao
2025 J jnl
Instability in Diffusion ODEs: An Explanation for Inaccurate Image Reconstruction.
CoRR
Han Zhang, Jinghong Mao, Shangwen Zhu, Zhantao Yang, Lianghua Huang, Yu Liu, Deli Zhao, Ruili Feng, Fan Cheng
2025 J jnl
RAAG: Ratio Aware Adaptive Guidance.
CoRR
Shangwen Zhu, Qianyu Peng, Yuting Hu, Zhantao Yang, Han Zhang, Zhao Pu, Ruili Feng, Fan Cheng
2024 J jnl
BACON: Supercharge Your VLM with Bag-of-Concept Graph to Mitigate Hallucinations.
CoRR
Zhantao Yang, Ruili Feng, Keyu Yan, Huangji Wang, Zhicai Wang, Shangwen Zhu, Han Zhang, Jie Xiao, Pingyu Wu, Kai Zhu, Jixuan Chen, Chen-Wei Xie, Chaojie Mao, Yue Yang, Hongyang Zhang, Yu Liu, Fan Cheng
2024 A* conf
CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models.
ICML
Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Zhantao Yang, Ruili Feng, Yu Liu, Xueyang Fu, Zheng-Jun Zha
2024 J jnl
ChatDiT: A Training-Free Baseline for Task-Agnostic Free-Form Chatting with Diffusion Transformers.
CoRR
Lianghua Huang, Wei Wang, Zhi-Fan Wu, Yupeng Shi, Liang Chen, Tong Shen, Han Zhang, Huanzhang Dou, Yu Liu, Jingren Zhou
2024 J jnl
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models.
CoRR
Xiaoxiao He, Ligong Han, Quan Dao, Song Wen, Minhao Bai, Di Liu, Han Zhang, Martin Renqiang Min, Felix Juefei-Xu, Chaowei Tan, Bo Liu, Kang Li, Hongdong Li, Junzhou Huang, Faez Ahmed, Akash Srivastava, Dimitris N. Metaxas
2024 A* conf
DreamClean: Restoring Clean Image Using Deep Diffusion Prior.
ICLR
Jie Xiao, Ruili Feng, Han Zhang, Zhiheng Liu, Zhantao Yang, Yurui Zhu, Xueyang Fu, Kai Zhu, Yu Liu, Zheng-Jun Zha
2024 A* conf
Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency.
ICLR
Tianhong Li, Sangnie Bhardwaj, Yonglong Tian, Han Zhang, Jarred Barber, Dina Katabi, Guillaume Lajoie, Huiwen Chang, Dilip Krishnan
2024 A* conf
Lipschitz Singularities in Diffusion Models.
ICLR
Zhantao Yang, Ruili Feng, Han Zhang, Yujun Shen, Kai Zhu, Lianghua Huang, Yifei Zhang, Yu Liu, Deli Zhao, Jingren Zhou, Fan Cheng
2024 — conf
Parrot: Pareto-Optimal Multi-reward Reinforcement Learning Framework for Text-to-Image Generation.
ECCV (38)
Seung Hyun Lee, Yinxiao Li, Junjie Ke, Innfarn Yoo, Han Zhang, Jiahui Yu, Qifei Wang, Fei Deng, Glenn Entis, Junfeng He, Gang Li, Sangpil Kim, Irfan Essa, Feng Yang
2024 J jnl
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation.
CoRR
Seung Hyun Lee, Yinxiao Li, Junjie Ke, Innfarn Yoo, Han Zhang, Jiahui Yu, Qifei Wang, Fei Deng, Glenn Entis, Junfeng He, Gang Li, Sangpil Kim, Irfan Essa, Feng Yang
2024 A conf
Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning.
WACV
Zhuowei Li, Long Zhao, Zizhao Zhang, Han Zhang, Di Liu, Ting Liu, Dimitris N. Metaxas
2024 J jnl
The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control.
CoRR
Ruili Feng, Han Zhang, Zhantao Yang, Jie Xiao, Zhilei Shu, Zhiheng Liu, Andy Zheng, Yukun Huang, Yu Liu, Hongyang Zhang
2024 J jnl
ε-VAE: Denoising as Visual Decoding.
CoRR
Long Zhao, Sanghyun Woo, Ziyu Wan, Yandong Li, Han Zhang, Boqing Gong, Hartwig Adam, Xuhui Jia, Ting Liu
2023 J jnl
CCM: Adding Conditional Controls to Text-to-Image Consistency Models.
CoRR
Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Yu Liu, Xueyang Fu, Zheng-Jun Zha
2023 A* conf
Dimensionality-Varying Diffusion Process.
CVPR
Han Zhang, Ruili Feng, Zhantao Yang, Lianghua Huang, Yu Liu, Yifei Zhang, Yujun Shen, Deli Zhao, Jingren Zhou, Fan Cheng
2023 J jnl
Eliminating Lipschitz Singularities in Diffusion Models.
CoRR
Zhantao Yang, Ruili Feng, Han Zhang, Yujun Shen, Kai Zhu, Lianghua Huang, Yifei Zhang, Yu Liu, Deli Zhao, Jingren Zhou, Fan Cheng
2023 J jnl
Identity Encoder for Personalized Diffusion.
CoRR
Yu-Chuan Su, Kelvin C. K. Chan, Yandong Li, Yang Zhao, Han Zhang, Boqing Gong, Huisheng Wang, Xuhui Jia
2023 J jnl
Learning Disentangled Prompts for Compositional Image Synthesis.
CoRR
Kihyuk Sohn, Albert E. Shaw, Yuan Hao, Han Zhang, Luisa Polania, Huiwen Chang, Lu Jiang, Irfan Essa
2023 J jnl
Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency.
CoRR
Tianhong Li, Sangnie Bhardwaj, Yonglong Tian, Han Zhang, Jarred Barber, Dina Katabi, Guillaume Lajoie, Huiwen Chang, Dilip Krishnan
2023 A* conf
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis.
CVPR
Tianhong Li, Huiwen Chang, Shlok Kumar Mishra, Han Zhang, Dina Katabi, Dilip Krishnan
2023 A* conf
MAGVIT: Masked Generative Video Transformer.
CVPR
Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang
2023 A* conf
Muse: Text-To-Image Generation via Masked Generative Transformers.
ICML
Huiwen Chang, Han Zhang, Jarred Barber, Aaron Maschinot, José Lezama, Lu Jiang, Ming-Hsuan Yang, Kevin Patrick Murphy, William T. Freeman, Michael Rubinstein, Yuanzhen Li, Dilip Krishnan
2023 J jnl
Muse: Text-To-Image Generation via Masked Generative Transformers.
CoRR
Huiwen Chang, Han Zhang, Jarred Barber, Aaron Maschinot, José Lezama, Lu Jiang, Ming-Hsuan Yang, Kevin Murphy, William T. Freeman, Michael Rubinstein, Yuanzhen Li, Dilip Krishnan
2023 A* conf
Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions.
ICLR
Ruben Villegas, Mohammad Babaeizadeh, Pieter-Jan Kindermans, Hernan Moraldo, Han Zhang, Mohammad Taghi Saffar, Santiago Castro, Julius Kunze, Dumitru Erhan
2023 A* conf
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning.
ICCV
Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris N. Metaxas, Feng Yang
2023 J jnl
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning.
CoRR
Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris N. Metaxas, Feng Yang
2023 J jnl
Steering Prototype with Prompt-tuning for Rehearsal-free Continual Learning.
CoRR
Zhuowei Li, Long Zhao, Zizhao Zhang, Han Zhang, Di Liu, Ting Liu, Dimitris N. Metaxas
2023 A* conf
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization.
NeurIPS
Emanuele Bugliarello, H. Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender
2023 J jnl
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization.
CoRR
Emanuele Bugliarello, Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender
2023 J jnl
StraIT: Non-autoregressive Generation with Stratified Image Transformer.
CoRR
Shengju Qian, Huiwen Chang, Yuanzhen Li, Zizhao Zhang, Jiaya Jia, Han Zhang
2023 J jnl
Taming Encoder for Zero Fine-tuning Image Customization with Text-to-Image Diffusion Models.
CoRR
Xuhui Jia, Yang Zhao, Kelvin C. K. Chan, Yandong Li, Han Zhang, Boqing Gong, Tingbo Hou, Huisheng Wang, Yu-Chuan Su
2023 A* conf
VQ3D: Learning a 3D-Aware Generative Model on ImageNet.
ICCV
Kyle Sargent, Jing Yu Koh, Han Zhang, Huiwen Chang, Charles Herrmann, Pratul P. Srinivasan, Jiajun Wu, Deqing Sun
2023 J jnl
VQ3D: Learning a 3D-Aware Generative Model on ImageNet.
CoRR
Kyle Sargent, Jing Yu Koh, Han Zhang, Huiwen Chang, Charles Herrmann, Pratul P. Srinivasan, Jiajun Wu, Deqing Sun
2023 J jnl
VideoLCM: Video Latent Consistency Model.
CoRR
Xiang Wang, Shiwei Zhang, Han Zhang, Yu Liu, Yingya Zhang, Changxin Gao, Nong Sang
2023 A* conf
Visual Prompt Tuning for Generative Transfer Learning.
CVPR
Kihyuk Sohn, Huiwen Chang, José Lezama, Luisa Polania, Han Zhang, Yuan Hao, Irfan Essa, Lu Jiang
2022 — conf
BLT: Bidirectional Layout Transformer for Controllable Layout Generation.
ECCV (17)
Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa
2022 J jnl
Deep image synthesis from intuitive user input: A review and perspectives.
Comput. Vis. Media
Yuan Xue, Yuan-Chen Guo, Han Zhang, Tao Xu, Song-Hai Zhang, Xiaolei Huang
2022 J jnl
Dimensionality-Varying Diffusion Process.
CoRR
Han Zhang, Ruili Feng, Zhantao Yang, Lianghua Huang, Yu Liu, Yifei Zhang, Yujun Shen, Deli Zhao, Jingren Zhou, Fan Cheng
2022 — conf
DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning.
ECCV (26)
Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Sun, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
2022 J jnl
DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning.
CoRR
Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Sun, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
2022 — conf
Learning Instance-Specific Adaptation for Cross-Domain Segmentation.
ECCV (33)
Yuliang Zou, Zizhao Zhang, Chun-Liang Li, Han Zhang, Tomas Pfister, Jia-Bin Huang
2022 J jnl
Learning Instance-Specific Adaptation for Cross-Domain Segmentation.
CoRR
Yuliang Zou, Zizhao Zhang, Chun-Liang Li, Han Zhang, Tomas Pfister, Jia-Bin Huang
2022 A* conf
Learning to Prompt for Continual Learning.
CVPR
Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
2022 J jnl
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis.
CoRR
Tianhong Li, Huiwen Chang, Shlok Kumar Mishra, Han Zhang, Dina Katabi, Dilip Krishnan
2022 J jnl
MAGVIT: Masked Generative Video Transformer.
CoRR
Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang
2022 A* conf
MAXIM: Multi-Axis MLP for Image Processing.
CVPR
Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan C. Bovik, Yinxiao Li
2022 J jnl
MAXIM: Multi-Axis MLP for Image Processing.
CoRR
Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan C. Bovik, Yinxiao Li
2022 A* conf
MaskGIT: Masked Generative Image Transformer.
CVPR
Huiwen Chang, Han Zhang, Lu Jiang, Ce Liu, William T. Freeman
2022 J jnl
MaskGIT: Masked Generative Image Transformer.
CoRR
Huiwen Chang, Han Zhang, Lu Jiang, Ce Liu, William T. Freeman
2022 J jnl
MaxViT: Multi-Axis Vision Transformer.
CoRR
Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan C. Bovik, Yinxiao Li
2022 — conf
MaxViT: Multi-axis Vision Transformer.
ECCV (24)
Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan C. Bovik, Yinxiao Li
2022 A* conf
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding.
AAAI
Zizhao Zhang, Han Zhang, Long Zhao, Ting Chen, Sercan Ö. Arik, Tomas Pfister
2022 J jnl
Phenaki: Variable Length Video Generation From Open Domain Textual Description.
CoRR
Ruben Villegas, Mohammad Babaeizadeh, Pieter-Jan Kindermans, Hernan Moraldo, Han Zhang, Mohammad Taghi Saffar, Santiago Castro, Julius Kunze, Dumitru Erhan
2022 J jnl
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation.
CoRR
Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu
2022 J jnl
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation.
Trans. Mach. Learn. Res.
Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu
2022 A* conf
Vector-quantized Image Modeling with Improved VQGAN.
ICLR
Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu
2022 A* conf
ViTGAN: Training GANs with Vision Transformers.
ICLR
Kwonjoon Lee, Huiwen Chang, Lu Jiang, Han Zhang, Zhuowen Tu, Ce Liu
2022 J jnl
Visual Prompt Tuning for Generative Transfer Learning.
CoRR
Kihyuk Sohn, Yuan Hao, José Lezama, Luisa Polania, Huiwen Chang, Han Zhang, Irfan Essa, Lu Jiang
2021 J jnl
Aggregating Nested Transformers.
CoRR
Zizhao Zhang, Han Zhang, Long Zhao, Ting Chen, Tomas Pfister
2021 J jnl
BLT: Bidirectional Layout Transformer for Controllable Layout Generation.
CoRR
Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa
2021 A* conf
Cross-Modal Contrastive Learning for Text-to-Image Generation.
CVPR
Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang
2021 J jnl
Cross-Modal Contrastive Learning for Text-to-Image Generation.
CoRR
Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang
2021 J jnl
Deep Image Synthesis from Intuitive User Input: A Review and Perspectives.
CoRR
Yuan Xue, Yuan-Chen Guo, Han Zhang, Tao Xu, Song-Hai Zhang, Xiaolei Huang
2021 A* conf
Improved Consistency Regularization for GANs.
AAAI
Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang
2021 A* conf
Improved Transformer for High-Resolution GANs.
NeurIPS
Long Zhao, Zizhao Zhang, Ting Chen, Dimitris N. Metaxas, Han Zhang
2021 J jnl
Improved Transformer for High-Resolution GANs.
CoRR
Long Zhao, Zizhao Zhang, Ting Chen, Dimitris N. Metaxas, Han Zhang
2021 J jnl
Learning to Prompt for Continual Learning.
CoRR
Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
2021 A* conf
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation.
ICLR
Yuliang Zou, Zizhao Zhang, Han Zhang, Chun-Liang Li, Xiao Bian, Jia-Bin Huang, Tomas Pfister
2021 A* conf
Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction.
ICLR
Wonkwang Lee, Whie Jung, Han Zhang, Ting Chen, Jing Yu Koh, Thomas E. Huang, Hyungsuk Yoon, Honglak Lee, Seunghoon Hong
2021 J jnl
Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction.
CoRR
Wonkwang Lee, Whie Jung, Han Zhang, Ting Chen, Jing Yu Koh, Thomas E. Huang, Hyungsuk Yoon, Honglak Lee, Seunghoon Hong
2021 J jnl
Vector-quantized Image Modeling with Improved VQGAN.
CoRR
Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu
2021 J jnl
ViTGAN: Training GANs with Vision Transformers.
CoRR
Kwonjoon Lee, Huiwen Chang, Lu Jiang, Han Zhang, Zhuowen Tu, Ce Liu
2020 J jnl
A Simple Semi-Supervised Learning Framework for Object Detection.
CoRR
Kihyuk Sohn, Zizhao Zhang, Chun-Liang Li, Han Zhang, Chen-Yu Lee, Tomas Pfister
2020 A* conf
Consistency Regularization for Generative Adversarial Networks.
ICLR
Han Zhang, Zizhao Zhang, Augustus Odena, Honglak Lee
2020 A* conf
Distilling Effective Supervision From Severe Label Noise.
CVPR
Zizhao Zhang, Han Zhang, Sercan Ömer Arik, Honglak Lee, Tomas Pfister
2020 A* conf
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence.
NeurIPS
Kihyuk Sohn, David Berthelot, Nicholas Carlini, Zizhao Zhang, Han Zhang, Colin Raffel, Ekin Dogus Cubuk, Alexey Kurakin, Chun-Liang Li
2020 J jnl
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence.
CoRR
Kihyuk Sohn, David Berthelot, Chun-Liang Li, Zizhao Zhang, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Han Zhang, Colin Raffel
2020 J jnl
Image Augmentations for GAN Training.
CoRR
Zhengli Zhao, Zizhao Zhang, Ting Chen, Sameer Singh, Han Zhang
2020 J jnl
Improved Consistency Regularization for GANs.
CoRR
Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang
2020 J jnl
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation.
CoRR
Yuliang Zou, Zizhao Zhang, Han Zhang, Chun-Liang Li, Xiao Bian, Jia-Bin Huang, Tomas Pfister
2020 A* conf
ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring.
ICLR
David Berthelot, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Kihyuk Sohn, Han Zhang, Colin Raffel
2020 A* conf
Small-GAN: Speeding up GAN Training using Core-Sets.
ICML
Samarth Sinha, Han Zhang, Anirudh Goyal, Yoshua Bengio, Hugo Larochelle, Augustus Odena
2020 A* conf
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models.
CVPR
Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis
2019 A* conf
Co-Occurrent Features in Semantic Segmentation.
CVPR
Hang Zhang, Han Zhang, Chenguang Wang, Junyuan Xie
2019 J jnl
Consistency Regularization for Generative Adversarial Networks.
CoRR
Han Zhang, Zizhao Zhang, Augustus Odena, Honglak Lee
2019 J jnl
IEG: Robust Neural Network Training to Tackle Severe Label Noise.
CoRR
Zizhao Zhang, Han Zhang, Sercan Ömer Arik, Honglak Lee, Tomas Pfister
2019 J jnl
ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring.
CoRR
David Berthelot, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Kihyuk Sohn, Han Zhang, Colin Raffel
2019 A* conf
Self-Attention Generative Adversarial Networks.
ICML
Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena
2019 J jnl
Small-GAN: Speeding Up GAN Training Using Core-sets.
CoRR
Samarth Sinha, Han Zhang, Anirudh Goyal, Yoshua Bengio, Hugo Larochelle, Augustus Odena
2019 J jnl
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas
2019 J jnl
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models.
CoRR
Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis
2018 A* conf
AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks.
CVPR
Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He
2018 — conf
Improving GANs Using Optimal Transport.
ICLR (Poster)
Tim Salimans, Han Zhang, Alec Radford, Dimitris N. Metaxas
2018 J jnl
Improving GANs Using Optimal Transport.
CoRR
Tim Salimans, Han Zhang, Alec Radford, Dimitris N. Metaxas
2018 J jnl
SegAN: Adversarial Network with Multi-scale L 1 Loss for Medical Image Segmentation.
Neuroinformatics
Yuan Xue, Tao Xu, Han Zhang, L. Rodney Long, Xiaolei Huang
2018 J jnl
Self-Attention Generative Adversarial Networks.
CoRR
Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena
2017 J jnl
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks.
CoRR
Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He
2017 A* conf
Link the Head to the "Beak": Zero Shot Learning from Noisy Text Description at Part Precision.
CVPR
Mohamed Elhoseiny, Yizhe Zhu, Han Zhang, Ahmed M. Elgammal
2017 J jnl
Link the head to the "beak": Zero Shot Learning from Noisy Text Description at Part Precision.
CoRR
Mohamed Elhoseiny, Yizhe Zhu, Han Zhang, Ahmed M. Elgammal
2017 J jnl
Multi-feature based benchmark for cervical dysplasia classification evaluation.
Pattern Recognit.
Tao Xu, Han Zhang, Cheng Xin, Edward Kim, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, Xiaolei Huang
2017 J jnl
SegAN: Adversarial Network with Multi-scale L
CoRR
Yuan Xue, Tao Xu, Han Zhang, L. Rodney Long, Xiaolei Huang
2017 J jnl
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks.
CoRR
Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas
2017 A* conf
StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial Networks.
ICCV
Han Zhang, Tao Xu, Hongsheng Li
2016 — conf
Multimodal Deep Learning for Cervical Dysplasia Diagnosis.
MICCAI (2)
Tao Xu, Han Zhang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas
2016 A* conf
SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition.
CVPR
Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas
2016 J jnl
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks.
CoRR
Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaolei Huang, Xiaogang Wang, Dimitris N. Metaxas
2014 — conf
Robust shape prior modeling based on Gaussian-Bernoulli restricted Boltzmann Machine.
ISBI
Han Zhang, Shaoting Zhang, Kang Li, Dimitris N. Metaxas
2013 — conf
Categorization of Underwater Habitats Using Dynamic Video Textures.
ICCV Workshops
Jun Hu, Han Zhang, Anastasia Miliou, Thodoris Tsimpidis, Hazel Thornton, Vladimir Pavlovic
2012 B conf
Video Browser Showdown by NUS.
MMM
Jin Yuan, Huan-Bo Luan, Dejun Hou, Han Zhang, Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua
2011 — conf
BUPT-MCPRL at TRECVID 2011.
TRECVID
Zhicheng Zhao, Yanyun Zhao, Xin Guo, Yuanbo Chen, Yan Hua, Wen Wang, Cheng Liu, Siyuan Wu, Han Zhang, Lingxi Wang, Yuanhui Mao, Anni Cai, Menghua Zhai
2010 — conf
BUPT-MCPRL at TRECVID 2010.
TRECVID
Xin Guo, Yuanbo Chen, Wei Liu, Yuanhui Mao, Han Zhang, Kang Zhou, Lingxi Wang, Hua Yan, Zhi-Cheng Zhao, Yanyun Zhao, Anni Cai