Tune-An-Ellipse: CLIP Has Potential to Find What You Want

[CVPR 2024] Jinheng Xie, Songhe Deng, Bing Li, Haozhe Liu, Yawen Huang, Yefeng Zheng, Jürgen Schmidhuber, Bernard Ghanem, Linlin Shen, Mike Zheng Shou

Going Beyond Multi-Task Dense Prediction with Synergy Embedding Models

[CVPR 2024] Huimin Huang, Yawen Huang, Lanfen Lin, Ruofeng Tong, Yen-wei Chen, Hao Zheng, Yuexiang Li, Yefeng Zheng

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification

[CVPR 2024] Jiangbo Shi, Chen Li, Tieliang Gong, Yefeng Zheng, Huazhu Fu

BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion

[ICCV 2023] Jinheng Xie, Yuexiang Li, Yawen Huang, Haozhe Liu, Wentian Zhang, Yefeng Zheng, Mike Zheng Shou

FemtoDet: An Object Detection Baseline for Energy Versus Performance Tradeoffs

[ICCV 2023] Peng Tu, Xu Xie, Guo AI, Yuexiang Li, Yawen Huang, Yefeng Zheng

AdaptiveMix: Robust Feature Representation via Shrinking Feature Space

[CVPR 2023] Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng

SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation

[CVPR 2023] Huimin Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Yuexiang Li, Hong Wang, Yawen Huang, Yefeng Zheng

Interactive Segmentation as Gaussian Process Classification

[CVPR 2023] Minghao Zhou, Hong Wang, Qian Zhao, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng

Generalized Brain Image Synthesis with Transferable Convolutional Sparse Coding Networks

[ECCV 2022] Yawen Huang, Feng Zheng, Xu Sun, Yuexiang Li, Ling Shao, Yefeng Zheng

Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation

[ECCV 2022] Xinyu Shi, Dong Wei, Donghuan Lu, Jiashun Chen, Munan Ning, Kai Ma, Yu Zhang, Yefeng Zheng

Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix

[BMVC 2021] Ziqi Zhang, Yuexiang Li, Hongxin Wei, Kai Ma, Tao Xu, Yefeng Zheng

Multi-anchor Active Domain Adaptation for Semantic Segmentation

[ICCV 2021 (Oral)] Munan Ning, Dong Wei, Donghuan Lu, Shuang Yu, Kai Ma, Chenglang Yuan, Cheng Bian, Yefeng Zheng

From Rain Generation to Rain Removal

[CVPR 2021] Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Yefeng Zheng, and Deyu Meng

Calibrated RGB-D Salient Object Detection

[CVPR 2021] Wei Ji, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Qi Bi, Jingjing Li, Hanruo Liu, Li Cheng, Yefeng Zheng

Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling

[CVPR 2021 (Best Paper Candidate)] Wei Ji, Jingjing Li, Shuang Yu, Miao Zhang, Yongri Piao, Shunyu Yao, Qi Bi, Kai Ma, Yefeng Zheng, Huchuan Lu, Li Cheng

Dual Adversarial Network for Deep Active Learning

[ECCV 2020] Shuo Wang, Yuexiang Li, Kai Ma, Ruhui Ma, Haibing Guan, Yefeng Zheng

Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation

[ECCV 2020] Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

Deep Image Clustering with Category-Style Representation

[ECCV 2020] Junjie Zhao, Donghuan Lu, Kai Ma, Yu Zhang, Yefeng Zheng

LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation

[CVPR 2020] Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng

X2CT-GAN: Reconstructing CT from Biplanar X-rays with Generative Adversarial Networks

[CVPR 2019] Xingde Ying, Heng Guo, Kai Ma, Jian Wu, Zhengxin Weng, Yefeng Zheng