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2026 顶会论文

作者位次 #7/7ICML 2026Poster

Ego3S: Select, Strengthen, and Synchronize for Efficient Egocentric Reasoning

Shenshen Li · Kaiyuan Deng · RuoHuai Xie · Xing Xu · Heng Tao Shen · Yazhou Yao · Fumin Shen

推理效率与系统OpenReview

作者位次 #4/7ICML 2026Poster· Applications / Computer Vision

Counterfactual Occlusion-Aware Learning via Visibility Intervention for LiDAR Anomaly Detection

Longyu Yang · Jun Liu · Yap-Peng Tan · Fumin Shen · Heng Tao Shen · Xiaofeng Zhu · Ping Hu

多模态检索与知识OpenReview

作者位次 #7/8ICML 2026Poster· Deep Learning / Other Representation Learning

Deep Ensemble Clustering for Visual Representation Learning

Yuwei Wang · Guikun Chen · Xiruo Jiang · Yazhou Yao · Di Liu · Xiangbo Shu · Fumin Shen · Wenguan Wang

可解释性多模态OpenReview

作者位次 #6/9CVPR 2026Poster· Computer Vision & Pattern Recognition

Structure-to-Intensity Diffusion for Adverse-Weather LiDAR Generation

Peiyang Ni · Longyu Yang · Lu Zhang · Kuniaki Saito · Yap-Peng Tan · Fumin Shen · Heng Tao Shen · Xiaofeng Zhu · Ping Hu

多模态OpenReview 项目页

作者位次 #5/6CVPR 2026Poster· Computer Vision & Pattern Recognition

Iris: Bringing Real-World Priors into Diffusion Model for Monocular Depth Estimation

Xinhao Cai · Gensheng Pei · Zeren Sun · Yazhou Yao · Fumin Shen · Wenguan Wang

多模态OpenReview 项目页

作者位次 #6/6CVPR 2026Poster· Computer Vision & Pattern Recognition

Revisiting Learning with Noisy Labels: Active Forgetting and Noise Suppression

Mengmeng Sheng · Zeren Sun · Tao Chen · Jinshan Pan · Yazhou Yao · Fumin Shen

多模态OpenReview 项目页

作者位次 #7/7CVPR 2026Poster· Computer Vision & Pattern Recognition

Efficiency Follows Global-Local Decoupling

Zhenyu Yang · Gensheng Pei · Tao Chen · Yichao Zhou · Tianfei Zhou · Yazhou Yao · Fumin Shen

多模态效率与系统OpenReview 项目页

作者位次 #7/7CVPR 2026Poster· Computer Vision & Pattern Recognition

PCA-Seg: Revisiting Cost Aggregation for Open-Vocabulary Semantic and Part Segmentation

Jianjian Yin · Tao Chen · Yi Chen · Gensheng Pei · Xiangbo Shu · Yazhou Yao · Fumin Shen

多模态OpenReview 项目页

作者位次 #7/7CVPR 2026Poster· Computer Vision & Pattern Recognition

MedFG-VQA: Low-Frequency Memory and Graph Attention for Lightweight Medical VQA

Haowen Gu · Gensheng Pei · Zeren Sun · Mingwu Ren · Xiangbo Shu · Yazhou Yao · Fumin Shen

多模态检索与知识社会与人本OpenReview 项目页

作者位次 #6/8CVPR 2026Poster· Computer Vision & Pattern Recognition

Multimodal Learning on Low-Quality Data with Conformal Predictive Self-Calibration

Xun Jiang · Yufan Gu · Disen Hu · Yuqing Hou · Yazhou Yao · Fumin Shen · Heng Tao Shen · Xing Xu

多模态OpenReview 项目页

作者位次 #3/7AAAI 2026Poster· Artificial Intelligence

De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning

Chong Liu · Xun Jiang · Fumin Shen · Lei Zhu · Jingkuan Song · Heng Tao Shen · Xing Xu

社会与人本OpenReview

Fumin Shen

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2026 顶会论文

Ego3S: Select, Strengthen, and Synchronize for Efficient Egocentric Reasoning

Counterfactual Occlusion-Aware Learning via Visibility Intervention for LiDAR Anomaly Detection

Deep Ensemble Clustering for Visual Representation Learning

Structure-to-Intensity Diffusion for Adverse-Weather LiDAR Generation

Iris: Bringing Real-World Priors into Diffusion Model for Monocular Depth Estimation

Revisiting Learning with Noisy Labels: Active Forgetting and Noise Suppression

Efficiency Follows Global-Local Decoupling

PCA-Seg: Revisiting Cost Aggregation for Open-Vocabulary Semantic and Part Segmentation

MedFG-VQA: Low-Frequency Memory and Graph Attention for Lightweight Medical VQA

Multimodal Learning on Low-Quality Data with Conformal Predictive Self-Calibration

De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning

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