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2020 – today
- 2023
[j78]Xiaozhen Lu
, Liang Xiao, Pengmin Li, Xiangyang Ji, Chenren Xu, Shui Yu, Weihua Zhuang:
Reinforcement Learning-Based Physical Cross-Layer Security and Privacy in 6G. IEEE Commun. Surv. Tutorials 25(1): 425-466 (2023)- [j77]Yunjian Zhang, Yanwei Liu, Jinxia Liu, Antonios Argyriou, Liming Wang, Zhen Xu, Xiangyang Ji:
Perspectively Equivariant Keypoint Learning for Omnidirectional Images. IEEE Trans. Image Process. 32: 2552-2567 (2023) - [i76]Xin Ma, Chang Liu, Chunyu Xie, Long Ye, Yafeng Deng, Xiangyang Ji:
Disjoint Masking with Joint Distillation for Efficient Masked Image Modeling. CoRR abs/2301.00230 (2023) - [i75]Bo Fang, Wenhao Wu, Chang Liu, Yu Zhou, Min Yang, Yuxin Song, Fu Li, Weiping Wang, Xiangyang Ji, Wanli Ouyang:
UATVR: Uncertainty-Adaptive Text-Video Retrieval. CoRR abs/2301.06309 (2023) - [i74]Zhiwei Zhong, Xianming Liu, Junjun Jiang, Debin Zhao, Xiangyang Ji:
Guided Depth Map Super-resolution: A Survey. CoRR abs/2302.09598 (2023) - [i73]Zesen Cheng, Kehan Li, Peng Jin, Xiangyang Ji, Li Yuan, Chang Liu, Jie Chen:
Parallel Vertex Diffusion for Unified Visual Grounding. CoRR abs/2303.07216 (2023) - [i72]Peng Jin, Hao Li, Zesen Cheng, Kehan Li, Xiangyang Ji, Chang Liu, Li Yuan, Jie Chen:
DiffusionRet: Generative Text-Video Retrieval with Diffusion Model. CoRR abs/2303.09867 (2023) - [i71]Ziquan Liu, Yi Xu, Xiangyang Ji, Antoni B. Chan:
TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization. CoRR abs/2303.11135 (2023) - [i70]Kehan Li, Yian Zhao, Zhennan Wang, Zesen Cheng, Peng Jin, Xiangyang Ji, Li Yuan, Chang Liu, Jie Chen:
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation. CoRR abs/2303.13399 (2023) - [i69]Peng Jin, Jinfa Huang, Pengfei Xiong, Shangxuan Tian, Chang Liu, Xiangyang Ji, Li Yuan, Jie Chen:
Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning. CoRR abs/2303.14369 (2023) - 2022
- [j76]Juntong Zeng, Jianzhun Shao, Shen Lin, Hongchang Zhang, Xiaoting Su, Xiaocong Lian, Yan Zhao, Xiangyang Ji, Zhe Zheng:
Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning. J. Am. Medical Informatics Assoc. 29(10): 1722-1732 (2022) - [j75]Jingfen Xie, Jian Zhang, Yongbing Zhang, Xiangyang Ji:
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI. IEEE J. Sel. Top. Signal Process. 16(4): 737-749 (2022) - [j74]Xiaosong Zhang, Fang Wan, Chang Liu, Xiangyang Ji, Qixiang Ye:
Learning to Match Anchors for Visual Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 3096-3109 (2022) - [j73]Liang Xiao, Siyuan Hong, Shiyu Xu, Helin Yang, Xiangyang Ji:
IRS-Aided Energy-Efficient Secure WBAN Transmission Based on Deep Reinforcement Learning. IEEE Trans. Commun. 70(6): 4162-4174 (2022) - [j72]Zonghao Guo, Xiaosong Zhang, Chang Liu, Xiangyang Ji, Jianbin Jiao, Qixiang Ye:
Convex-Hull Feature Adaptation for Oriented and Densely Packed Object Detection. IEEE Trans. Circuits Syst. Video Technol. 32(8): 5252-5265 (2022) - [j71]Feng Liu, Xiaosong Zhang, Fang Wan, Xiangyang Ji, Qixiang Ye:
Domain Contrast for Domain Adaptive Object Detection. IEEE Trans. Circuits Syst. Video Technol. 32(12): 8227-8237 (2022) - [j70]Xiaozhen Lu, Liang Xiao, Guohang Niu, Xiangyang Ji, Qian Wang:
Safe Exploration in Wireless Security: A Safe Reinforcement Learning Algorithm With Hierarchical Structure. IEEE Trans. Inf. Forensics Secur. 17: 732-743 (2022) - [j69]Zhiwei Zhong, Xianming Liu, Junjun Jiang, Debin Zhao, Zhiwen Chen, Xiangyang Ji:
High-Resolution Depth Maps Imaging via Attention-Based Hierarchical Multi-Modal Fusion. IEEE Trans. Image Process. 31: 648-663 (2022) - [j68]Qixiang Ye, Fang Wan, Chang Liu, Qingming Huang, Xiangyang Ji:
Continuation Multiple Instance Learning for Weakly and Fully Supervised Object Detection. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5452-5466 (2022) - [j67]Boyu Yang, Fang Wan, Chang Liu, Bohao Li, Xiangyang Ji, Qixiang Ye:
Part-Based Semantic Transform for Few-Shot Semantic Segmentation. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7141-7152 (2022) - [c123]Yuanchao Bai, Xu Yang, Xianming Liu, Junjun Jiang, Yaowei Wang, Xiangyang Ji, Wen Gao:
Towards End-to-End Image Compression and Analysis with Transformers. AAAI 2022: 104-112 - [c122]Yiyang Lin, Bowei Zeng, Yifeng Wang, Yang Chen, Zijie Fang, Jian Zhang, Xiangyang Ji, Haoqian Wang, Yongbing Zhang:
Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images. AAAI 2022: 1630-1637 - [c121]Wenbo Zhao, Xianming Liu, Junjun Jiang, Debin Zhao, Ge Li, Xiangyang Ji:
Local Surface Descriptor for Geometry and Feature Preserved Mesh Denoising. AAAI 2022: 3446-3453 - [c120]Shuncheng He, Yuhang Jiang, Hongchang Zhang, Jianzhun Shao, Xiangyang Ji:
Wasserstein Unsupervised Reinforcement Learning. AAAI 2022: 6884-6892 - [c119]Hongchang Zhang, Jianzhun Shao, Yuhang Jiang, Shuncheng He, Guanwen Zhang, Xiangyang Ji:
State Deviation Correction for Offline Reinforcement Learning. AAAI 2022: 9022-9030 - [c118]Yu Yang, Fang Wan, Qixiang Ye, Xiangyang Ji:
Weakly Supervised Learning of Instance Segmentation with Confidence Feedback. CICAI (1) 2022: 392-403 - [c117]Zihan Zhang, Xiangyang Ji, Simon S. Du:
Horizon-Free Reinforcement Learning in Polynomial Time: the Power of Stationary Policies. COLT 2022: 3858-3904 - [c116]Wenbo Zhao, Xianming Liu, Zhiwei Zhong, Junjun Jiang, Wei Gao, Ge Li, Xiangyang Ji:
Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation. CVPR 2022: 1989-1997 - [c115]Yan Di, Ruida Zhang, Zhiqiang Lou, Fabian Manhardt, Xiangyang Ji, Nassir Navab, Federico Tombari:
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting. CVPR 2022: 6771-6781 - [c114]Yiqi Zhong, Xianming Liu, Deming Zhai, Junjun Jiang, Xiangyang Ji:
Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon. CVPR 2022: 15324-15333 - [c113]Xingyu Liu, Gu Wang, Yi Li, Xiangyang Ji:
CATRE: Iterative Point Clouds Alignment for Category-Level Object Pose Refinement. ECCV (2) 2022: 499-516 - [c112]Ruida Zhang, Yan Di, Zhiqiang Lou, Fabian Manhardt, Federico Tombari, Xiangyang Ji:
RBP-Pose: Residual Bounding Box Projection for Category-Level Pose Estimation. ECCV (1) 2022: 655-672 - [c111]Yu Yang, Xiaotian Cheng, Hakan Bilen, Xiangyang Ji:
Learning to Annotate Part Segmentation with Gradient Matching. ICLR 2022 - [c110]Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji:
Learning Towards The Largest Margins. ICLR 2022 - [c109]Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji:
Prototype-Anchored Learning for Learning with Imperfect Annotations. ICML 2022: 27245-27267 - [c108]Bowen Fu, Sek Kun Leong, Xiaocong Lian, Xiangyang Ji:
6D Robotic Assembly Based on RGB-only Object Pose Estimation. IROS 2022: 4736-4742 - [c107]Ruida Zhang, Yan Di, Fabian Manhardt, Federico Tombari, Xiangyang Ji:
SSP-Pose: Symmetry-Aware Shape Prior Deformation for Direct Category-Level Object Pose Estimation. IROS 2022: 7452-7459 - [c106]Jialei Xu, Xianming Liu, Yuanchao Bai, Junjun Jiang, Kaixuan Wang, Xiaozhi Chen, Xiangyang Ji:
Multi-Camera Collaborative Depth Prediction via Consistent Structure Estimation. ACM Multimedia 2022: 2730-2738 - [c105]Yu Yang, Xiaotian Cheng, Chang Liu, Hakan Bilen, Xiangyang Ji:
Distilling Representations from GAN Generator via Squeeze and Span. NeurIPS 2022 - [c104]Yuhang Jiang, Jianzhun Shao, Shuncheng He, Hongchang Zhang, Xiangyang Ji:
SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning. NeurIPS 2022 - [c103]Ziquan Liu, Yi Xu, Yuanhong Xu, Qi Qian, Hao Li, Xiangyang Ji, Antoni B. Chan, Rong Jin:
Improved Fine-Tuning by Better Leveraging Pre-Training Data. NeurIPS 2022 - [c102]Jianzhun Shao, Zhiqiang Lou, Hongchang Zhang, Yuhang Jiang, Shuncheng He, Xiangyang Ji:
Self-Organized Group for Cooperative Multi-agent Reinforcement Learning. NeurIPS 2022 - [c101]Zihan Zhang, Yuhang Jiang, Yuan Zhou, Xiangyang Ji:
Near-Optimal Regret Bounds for Multi-batch Reinforcement Learning. NeurIPS 2022 - [c100]Yu Yang, Hakan Bilen, Qiran Zou, Wing Yin Cheung, Xiangyang Ji:
Learning Foreground-Background Segmentation from Improved Layered GANs. WACV 2022: 366-375 - [i68]Bo Li, Qiulin Wang, Jiquan Pei, Yu Yang, Xiangyang Ji:
Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGAN. CoRR abs/2201.09689 (2022) - [i67]Yiqi Zhong, Xianming Liu, Deming Zhai, Junjun Jiang, Xiangyang Ji:
Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon. CoRR abs/2203.03818 (2022) - [i66]Yan Di, Ruida Zhang, Zhiqiang Lou, Fabian Manhardt, Xiangyang Ji, Nassir Navab, Federico Tombari:
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting. CoRR abs/2203.07918 (2022) - [i65]Gu Wang, Fabian Manhardt, Xingyu Liu, Xiangyang Ji, Federico Tombari:
Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation. CoRR abs/2203.10339 (2022) - [i64]Zihan Zhang, Xiangyang Ji, Simon S. Du:
Horizon-Free Reinforcement Learning in Polynomial Time: the Power of Stationary Policies. CoRR abs/2203.12922 (2022) - [i63]Wenbo Zhao, Xianming Liu, Zhiwei Zhong, Junjun Jiang, Wei Gao, Ge Li, Xiangyang Ji:
Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation. CoRR abs/2204.08196 (2022) - [i62]Jingfen Xie, Jian Zhang, Yongbing Zhang, Xiangyang Ji:
PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRI. CoRR abs/2204.11189 (2022) - [i61]Chunyu Xie, Heng Cai, Jianfei Song, Jincheng Li, Fanjing Kong, Xiaoyu Wu, Henrique Morimitsu, Lin Yao, Dexin Wang, Dawei Leng, Xiangyang Ji, Yafeng Deng:
Zero and R2D2: A Large-scale Chinese Cross-modal Benchmark and A Vision-Language Framework. CoRR abs/2205.03860 (2022) - [i60]Xiaosong Zhang, Feng Liu, Zhiliang Peng, Zonghao Guo, Fang Wan, Xiangyang Ji, Qixiang Ye:
Integral Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection. CoRR abs/2205.09613 (2022) - [i59]Ziquan Liu, Yi Xu, Yuanhong Xu, Qi Qian, Hao Li, Rong Jin, Xiangyang Ji, Antoni B. Chan:
An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation. CoRR abs/2205.12753 (2022) - [i58]Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji:
Learning Towards the Largest Margins. CoRR abs/2206.11589 (2022) - [i57]Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji:
Prototype-Anchored Learning for Learning with Imperfect Annotations. CoRR abs/2206.11602 (2022) - [i56]Xingyu Liu, Gu Wang, Yi Li, Xiangyang Ji:
CATRE: Iterative Point Clouds Alignment for Category-level Object Pose Refinement. CoRR abs/2207.08082 (2022) - [i55]Ruida Zhang, Yan Di, Zhiqiang Lou, Fabian Manhardt, Nassir Navab, Federico Tombari, Xiangyang Ji:
RBP-Pose: Residual Bounding Box Projection for Category-Level Pose Estimation. CoRR abs/2208.00237 (2022) - [i54]Ruida Zhang, Yan Di, Fabian Manhardt, Federico Tombari, Xiangyang Ji:
SSP-Pose: Symmetry-Aware Shape Prior Deformation for Direct Category-Level Object Pose Estimation. CoRR abs/2208.06661 (2022) - [i53]Bowen Fu, Sek Kun Leong, Xiaocong Lian, Xiangyang Ji:
6D Robotic Assembly Based on RGB-only Object Pose Estimation. CoRR abs/2208.12986 (2022) - [i52]Yuanchao Bai, Xianming Liu, Kai Wang, Xiangyang Ji, Xiaolin Wu, Wen Gao:
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image Compression. CoRR abs/2209.04847 (2022) - [i51]Jialei Xu, Xianming Liu, Yuanchao Bai, Junjun Jiang, Kaixuan Wang, Xiaozhi Chen, Xiangyang Ji:
Multi-Camera Collaborative Depth Prediction via Consistent Structure Estimation. CoRR abs/2210.02009 (2022) - [i50]Zihan Zhang, Yuhang Jiang, Yuan Zhou, Xiangyang Ji:
Near-Optimal Regret Bounds for Multi-batch Reinforcement Learning. CoRR abs/2210.08238 (2022) - [i49]Yifei Zhang, Chang Liu, Yu Zhou, Weiping Wang, Qixiang Ye, Xiangyang Ji:
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning. CoRR abs/2211.01796 (2022) - [i48]Yu Yang, Wing Yin Cheung, Chang Liu, Xiangyang Ji:
Local Manifold Augmentation for Multiview Semantic Consistency. CoRR abs/2211.02798 (2022) - [i47]Yu Yang, Xiaotian Cheng, Chang Liu, Hakan Bilen, Xiangyang Ji:
Distilling Representations from GAN Generator via Squeeze and Span. CoRR abs/2211.03000 (2022) - [i46]Yu Yang, Xiaotian Cheng, Hakan Bilen, Xiangyang Ji:
Learning to Annotate Part Segmentation with Gradient Matching. CoRR abs/2211.03003 (2022) - [i45]Zesen Cheng, Pengchong Qiao, Kehan Li, Siheng Li, Pengxu Wei, Xiangyang Ji, Li Yuan, Chang Liu, Jie Chen:
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation. CoRR abs/2211.12268 (2022) - [i44]Qiran Zou, Yu Yang, Wing Yin Cheung, Chang Liu, Xiangyang Ji:
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation. CoRR abs/2211.13974 (2022) - [i43]Chenyangguang Zhang, Zhiqiang Lou, Yan Di, Federico Tombari, Xiangyang Ji:
SST: Real-time End-to-end Monocular 3D Reconstruction via Sparse Spatial-Temporal Guidance. CoRR abs/2212.06524 (2022) - [i42]Bohao Li, Chang Liu, Mengnan Shi, Xiaozhong Chen, Xiangyang Ji, Qixiang Ye:
Proposal Distribution Calibration for Few-Shot Object Detection. CoRR abs/2212.07618 (2022) - [i41]Ziqing Li, Xuexin Yu, Xiaocong Lian, Yifeng Wang, Xiangyang Ji:
Human Health Indicator Prediction from Gait Video. CoRR abs/2212.12948 (2022) - 2021
- [j66]Guanwen Zhang, Yukun Rao, Changhao Wang, Wei Zhou, Xiangyang Ji:
A deep learning method for video-based action recognition. IET Image Process. 15(14): 3498-3511 (2021) - [j65]Qiang Li, Xianming Liu, Junjun Jiang, Cheng Guo, Xiangyang Ji, Xiaolin Wu:
Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing. IEEE Trans. Computational Imaging 7: 124-136 (2021) - [j64]Xu Chen, Bowen Li, Shaowei Jiang, Terrance Zhang, Xu Zhang, Peiwu Qin, Xi Yuan, Yongbing Zhang, Guoan Zheng, Xiangyang Ji:
Accelerated Phase Shifting for Structured Illumination Microscopy Based on Deep Learning. IEEE Trans. Computational Imaging 7: 700-712 (2021) - [j63]Shan Gao, Qixiang Ye, Li Liu, Arjan Kuijper, Xiangyang Ji:
A Graphical Social Topology Model for RGB-D Multi-Person Tracking. IEEE Trans. Circuits Syst. Video Technol. 31(11): 4305-4320 (2021) - [j62]Jianzhe Lin, Lichao Mou, Xiao Xiang Zhu, Xiangyang Ji, Z. Jane Wang:
Attention-Aware Pseudo-3-D Convolutional Neural Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(9): 7790-7802 (2021) - [j61]Chenggang Yan, Zhisheng Li, Yongbing Zhang, Yutao Liu, Xiangyang Ji, Yong-Dong Zhang:
Depth Image Denoising Using Nuclear Norm and Learning Graph Model. ACM Trans. Multim. Comput. Commun. Appl. 16(4): 122:1-122:17 (2021) - [j60]Chenggang Yan, Tong Teng, Yutao Liu, Yongbing Zhang, Haoqian Wang, Xiangyang Ji:
Precise No-Reference Image Quality Evaluation Based on Distortion Identification. ACM Trans. Multim. Comput. Commun. Appl. 17(3s): 110:1-110:21 (2021) - [c99]Zhigang Li, Yinlin Hu, Mathieu Salzmann, Xiangyang Ji:
SD-Pose: Semantic Decomposition for Cross-Domain 6D Object Pose Estimation. AAAI 2021: 2020-2028 - [c98]Fang Wan, Tianning Yuan, Mengying Fu, Xiangyang Ji, Qingming Huang, Qixiang Ye:
Nearest Neighbor Classifier Embedded Network for Active Learning. AAAI 2021: 10041-10048 - [c97]Zihan Zhang, Xiangyang Ji, Simon S. Du:
Is Reinforcement Learning More Difficult Than Bandits? A Near-optimal Algorithm Escaping the Curse of Horizon. COLT 2021: 4528-4531 - [c96]Tianning Yuan, Fang Wan, Mengying Fu, Jianzhuang Liu, Songcen Xu, Xiangyang Ji, Qixiang Ye:
Multiple Instance Active Learning for Object Detection. CVPR 2021: 5330-5339 - [c95]Zonghao Guo, Chang Liu, Xiaosong Zhang, Jianbin Jiao, Xiangyang Ji, Qixiang Ye:
Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object Detection. CVPR 2021: 8792-8801 - [c94]Binghao Liu, Yao Ding, Jianbin Jiao, Xiangyang Ji, Qixiang Ye:
Anti-Aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation. CVPR 2021: 9747-9756 - [c93]Feilong Zhang, Xianming Liu, Cheng Guo, Shiyi Lin, Junjun Jiang, Xiangyang Ji:
Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging. CVPR 2021: 10523-10531 - [c92]Yuanchao Bai, Xianming Liu, Wangmeng Zuo, Yaowei Wang, Xiangyang Ji:
Learning Scalable lY=-Constrained Near-Lossless Image Compression via Joint Lossy Image and Residual Compression. CVPR 2021: 11946-11955 - [c91]Gu Wang, Fabian Manhardt, Federico Tombari, Xiangyang Ji:
GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation. CVPR 2021: 16611-16621 - [c90]Xiong Zhou, Xianming Liu, Chenyang Wang, Deming Zhai, Junjun Jiang, Xiangyang Ji:
Learning with Noisy Labels via Sparse Regularization. ICCV 2021: 72-81 - [c89]Yan Di, Fabian Manhardt, Gu Wang, Xiangyang Ji, Nassir Navab, Federico Tombari:
SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation. ICCV 2021: 12376-12385 - [c88]Zihan Zhang, Simon S. Du, Xiangyang Ji:
Near Optimal Reward-Free Reinforcement Learning. ICML 2021: 12402-12412 - [c87]Zihan Zhang, Yuan Zhou, Xiangyang Ji:
Model-Free Reinforcement Learning: from Clipped Pseudo-Regret to Sample Complexity. ICML 2021: 12653-12662 - [c86]Xiong Zhou, Xianming Liu, Junjun Jiang, Xin Gao, Xiangyang Ji:
Asymmetric Loss Functions for Learning with Noisy Labels. ICML 2021: 12846-12856 - [c85]Jiexiang Tan, Xiangyang Ji:
Local to Global Plane Regularity Aggregation for Dense Surfel Mapping. IROS 2021: 6625-6632 - [c84]Zhuchen Shao, Hao Bian, Yang Chen, Yifeng Wang, Jian Zhang, Xiangyang Ji, Yongbing Zhang:
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification. NeurIPS 2021: 2136-2147 - [c83]Zihan Zhang, Jiaqi Yang, Xiangyang Ji, Simon S. Du:
Improved Variance-Aware Confidence Sets for Linear Bandits and Linear Mixture MDP. NeurIPS 2021: 4342-4355 - [c82]Xinye Jiang, Zhenyu Liu, Yongbing Zhang, Xiangyang Ji:
A Distortion Propagation Oriented CU-tree Algorithm for x265. VCIP 2021: 1-5 - [i40]Zihan Zhang, Jiaqi Yang, Xiangyang Ji, Simon S. Du:
Variance-Aware Confidence Set: Variance-Dependent Bound for Linear Bandits and Horizon-Free Bound for Linear Mixture MDP. CoRR abs/2101.12745 (2021) - [i39]Jianzhun Shao, Yuhang Jiang, Gu Wang, Zhigang Li, Xiangyang Ji:
PFRL: Pose-Free Reinforcement Learning for 6D Pose Estimation. CoRR abs/2102.12096 (2021) - [i38]Gu Wang, Fabian Manhardt, Federico Tombari, Xiangyang Ji:
GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation. CoRR abs/2102.12145 (2021) - [i37]Jianzhun Shao, Hongchang Zhang, Yuhang Jiang, Shuncheng He, Xiangyang Ji:
Credit Assignment with Meta-Policy Gradient for Multi-Agent Reinforcement Learning. CoRR abs/2102.12957 (2021) - [i36]Hongchang Zhang, Jianzhun Shao, Yuhang Jiang, Shuncheng He, Xiangyang Ji:
Reducing Conservativeness Oriented Offline Reinforcement Learning. CoRR abs/2103.00098 (2021) - [i35]Yuanchao Bai, Xianming Liu, Wangmeng Zuo, Yaowei Wang, Xiangyang Ji:
Learning Scalable $\ell_\infty$-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression. CoRR abs/2103.17015 (2021) - [i34]Yu Yang, Hakan Bilen, Qiran Zou, Wing Yin Cheung, Xiangyang Ji:
Unsupervised Foreground-Background Segmentation with Equivariant Layered GANs. CoRR abs/2104.00483 (2021) - [i33]Zhiwei Zhong, Xianming Liu, Junjun Jiang, Debin Zhao, Zhiwen Chen, Xiangyang Ji:
High-resolution Depth Maps Imaging via Attention-based Hierarchical Multi-modal Fusion. CoRR abs/2104.01530 (2021) - [i32]Tianning Yuan, Fang Wan, Mengying Fu, Jianzhuang Liu, Songcen Xu, Xiangyang Ji, Qixiang Ye:
Multiple instance active learning for object detection. CoRR abs/2104.02324 (2021) - [i31]Binghao Liu, Yao Ding, Jianbin Jiao, Xiangyang Ji, Qixiang Ye:
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation. CoRR abs/2106.00184 (2021) - [i30]Zhuchen Shao, Hao Bian, Yang Chen, Yifeng Wang, Jian Zhang, Xiangyang Ji, Yongbing Zhang:
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classication. CoRR abs/2106.00908 (2021) - [i29]Xiong Zhou, Xianming Liu, Junjun Jiang, Xin Gao, Xiangyang Ji:
Asymmetric Loss Functions for Learning with Noisy Labels. CoRR abs/2106.03110 (2021) - [i28]Xiong Zhou, Xianming Liu, Chenyang Wang, Deming Zhai, Junjun Jiang, Xiangyang Ji:
Learning with Noisy Labels via Sparse Regularization. CoRR abs/2108.00192 (2021) - [i27]Yan Di, Fabian Manhardt, Gu Wang, Xiangyang Ji, Nassir Navab, Federico Tombari:
SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation. CoRR abs/2108.08367 (2021) - [i26]Jialei Xu, Yuanchao Bai, Xianming Liu, Junjun Jiang, Xiangyang Ji:
Weakly-Supervised Monocular Depth Estimationwith Resolution-Mismatched Data. CoRR abs/2109.11573 (2021) - [i25]Shuncheng He, Yuhang Jiang, Hongchang Zhang, Jianzhun Shao, Xiangyang Ji:
Wasserstein Unsupervised Reinforcement Learning. CoRR abs/2110.07940 (2021) - [i24]