ML Anthology

Shi, Guangming

38 publications

AAAI 2025 Asymmetric Hierarchical Difference-Aware Interaction Network for Event-Guided Motion Deblurring Wen Yang, Jinjian Wu, Leida Li, Weisheng Dong, Guangming Shi
CVPR 2025 Feature Information Driven Position Gaussian Distribution Estimation for Tiny Object Detection Jinghao Bian, Mingtao Feng, Weisheng Dong, Fangfang Wu, Jianqiao Luo, Yaonan Wang, Guangming Shi
CVPR 2025 Gain from Neighbors: Boosting Model Robustness in the Wild via Adversarial Perturbations Toward Neighboring Classes Zhou Yang, Mingtao Feng, Tao Huang, Fangfang Wu, Weisheng Dong, Xin Li, Guangming Shi
CVPR 2025 Parameterized Blur Kernel Prior Learning for Local Motion Deblurring Zhenxuan Fang, Fangfang Wu, Tao Huang, Le Dong, Weisheng Dong, Xin Li, Guangming Shi
IJCAI 2025 PatternCIR Benchmark and TisCIR: Advancing Zero-Shot Composed Image Retrieval in Remote Sensing Zhechun Liang, Tao Huang, Fangfang Wu, Shiwen Xue, Zhenyu Wang, Weisheng Dong, Xin Li, Guangming Shi
ICCV 2025 Triad: Empowering LMM-Based Anomaly Detection with Expert-Guided Region-of-Interest Tokenizer and Manufacturing Process Yuanze Li, Shihao Yuan, Haolin Wang, Qizhang Li, Ming Liu, Chen Xu, Guangming Shi, Wangmeng Zuo
AAAI 2024 BVT-IMA: Binary Vision Transformer with Information-Modified Attention Zhenyu Wang, Hao Luo, Xuemei Xie, Fan Wang, Guangming Shi
NeurIPS 2024 E-Motion: Future Motion Simulation via Event Sequence Diffusion Song Wu, Zhiyu Zhu, Junhui Hou, Guangming Shi, Jinjian Wu
AAAI 2024 Inverse Weight-Balancing for Deep Long-Tailed Learning Wenqi Dang, Zhou Yang, Weisheng Dong, Xin Li, Guangming Shi
AAAI 2024 Motion Deblurring via Spatial-Temporal Collaboration of Frames and Events Wen Yang, Jinjian Wu, Jupo Ma, Leida Li, Guangming Shi
CVPR 2024 Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens Zhiwen Chen, Zhiyu Zhu, Yifan Zhang, Junhui Hou, Guangming Shi, Jinjian Wu
AAAI 2023 Gradient Corner Pooling for Keypoint-Based Object Detection Xuyang Li, Xuemei Xie, Mingxuan Yu, Jiakai Luo, Chengwei Rao, Guangming Shi
AAAI 2023 Improving Robotic Tactile Localization Super-Resolution via Spatiotemporal Continuity Learning and Overlapping Air Chambers Xuyang Li, Yipu Zhang, Xuemei Xie, Jiawei Li, Guangming Shi
ICCV 2023 Low-Light Image Enhancement with Multi-Stage Residue Quantization and Brightness-Aware Attention Yunlong Liu, Tao Huang, Weisheng Dong, Fangfang Wu, Xin Li, Guangming Shi
CVPR 2023 Residual Degradation Learning Unfolding Framework with Mixing Priors Across Spectral and Spatial for Compressive Spectral Imaging Yubo Dong, Dahua Gao, Tian Qiu, Yuyan Li, Minxi Yang, Guangming Shi
CVPR 2023 Self-Supervised Non-Uniform Kernel Estimation with Flow-Based Motion Prior for Blind Image Deblurring Zhenxuan Fang, Fangfang Wu, Weisheng Dong, Xin Li, Jinjian Wu, Guangming Shi
CVPRW 2023 TFRGAN: Leveraging Text Information for Blind Face Restoration with Extreme Degradation Chengxing Xie, Qian Ning, Weisheng Dong, Guangming Shi
CVPR 2023 Vector Quantization with Self-Attention for Quality-Independent Representation Learning Zhou Yang, Weisheng Dong, Xin Li, Mengluan Huang, Yulin Sun, Guangming Shi
IJCAI 2022 Learning Degradation Uncertainty for Unsupervised Real-World Image Super-Resolution Qian Ning, Jingzhu Tang, Fangfang Wu, Weisheng Dong, Xin Li, Guangming Shi
AAAI 2022 Robust Depth Completion with Uncertainty-Driven Loss Functions Yufan Zhu, Weisheng Dong, Leida Li, Jinjian Wu, Xin Li, Guangming Shi
ECCV 2022 Self-Feature Distillation with Uncertainty Modeling for Degraded Image Recognition Zhou Yang, Weisheng Dong, Xin Li, Jinjian Wu, Leida Li, Guangming Shi
ECCV 2022 Uncertainty Learning in Kernel Estimation for Multi-Stage Blind Image Super-Resolution Zhenxuan Fang, Weisheng Dong, Xin Li, Jinjian Wu, Leida Li, Guangming Shi
CVPR 2021 Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging Tao Huang, Weisheng Dong, Xin Yuan, Jinjian Wu, Guangming Shi
CVPR 2021 EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation Yang Jiao, Trac D. Tran, Guangming Shi
AAAI 2021 PGNet: Real-Time Arbitrarily-Shaped Text Spotting with Point Gathering Network Pengfei Wang, Chengquan Zhang, Fei Qi, Shanshan Liu, Xiaoqiang Zhang, Pengyuan Lyu, Junyu Han, Jingtuo Liu, Errui Ding, Guangming Shi
NeurIPS 2021 Uncertainty-Driven Loss for Single Image Super-Resolution Qian Ning, Weisheng Dong, Xin Li, Jinjian Wu, Guangming Shi
ICCV 2021 Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment Pengfei Chen, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi
IJCAI 2020 Beyond Network Pruning: A Joint Search-and-Training Approach Xiaotong Lu, Han Huang, Weisheng Dong, Xin Li, Guangming Shi
AAAI 2020 Spatial-Temporal Gaussian Scale Mixture Modeling for Foreground Estimation Qian Ning, Weisheng Dong, Fangfang Wu, Jinjian Wu, Jie Lin, Guangming Shi
ICML 2019 Co-Representation Network for Generalized Zero-Shot Learning Fei Zhang, Guangming Shi
CVPRW 2019 Depth Image Quality Assessment for View Synthesis Based on Weighted Edge Similarity Leida Li, Xi Chen, Yu Zhou, Jinjian Wu, Guangming Shi
ICCVW 2017 Hierarchical Feature Degradation Based Blind Image Quality Assessment Jinjian Wu, Jichen Zeng, Yongxu Liu, Guangming Shi, Weisi Lin
NeurIPS 2016 Learning Parametric Sparse Models for Image Super-Resolution Yongbo Li, Weisheng Dong, Xuemei Xie, Guangming Shi, Xin Li, Donglai Xu
CVPR 2015 High-Speed Hyperspectral Video Acquisition with a Dual-Camera Architecture Lizhi Wang, Zhiwei Xiong, Dahua Gao, Guangming Shi, Wenjun Zeng, Feng Wu
ICCV 2015 Learning Parametric Distributions for Image Super-Resolution: Where Patch Matching Meets Sparse Coding Yongbo Li, Weisheng Dong, Guangming Shi, Xuemei Xie
ICCV 2015 Low-Rank Tensor Approximation with Laplacian Scale Mixture Modeling for Multiframe Image Denoising Weisheng Dong, Guangyu Li, Guangming Shi, Xin Li, Yi Ma
ICCV 2011 Centralized Sparse Representation for Image Restoration Weisheng Dong, Lei Zhang, Guangming Shi
CVPR 2011 Sparsity-Based Image Denoising via Dictionary Learning and Structural Clustering Weisheng Dong, Xin Li, Lei Zhang, Guangming Shi