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2026 顶会论文

作者位次 #5/5ICML 2026Poster· Applications / Computer Vision

Learning Gaussian Mixture-distributed Prototypes for 3D Scene Graph Generation from RGB-D Sequences

Rongxing Ding · Hongyu Qu · Xinguang Xiang · Pengpeng Li · Xiangbo Shu

多模态OpenReview

作者位次 #3/3ICML 2026Poster· Applications / Robotics

DecoVer: A Decompose-and-Verify Neuro-Symbolic Framework for Embodied Task Planning with BC+

YiXiang Jiang · Binqian Xu · Xiangbo Shu

推理OpenReview

作者位次 #6/8ICML 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 #6/7CVPR 2026Poster· Computer Vision & Pattern Recognition

Condensed Test-Time Adaptation of VLMs for Action Recognition

Wenxuan Ge · Hongyu Qu · Rui Yan · Guo-Sen Xie · Yazhou Yao · Xiangbo Shu · Jinhui Tang

多模态OpenReview 项目页

作者位次 #5/7CVPR 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 #8/8CVPR 2026Poster· Computer Vision & Pattern Recognition

History to Future: Evolving Agent with Experience and Thought for Zero-shot Vision-and-Language Navigation

Guangzhao Dai · Shuo Wang · Zihan Wang · Guo-Sen Xie · Yang Yang · Jinshan Pan · Qianru Sun · Xiangbo Shu

智能体与工具多模态OpenReview 项目页

作者位次 #5/7CVPR 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 #4/6CVPR 2026Poster· Computer Vision & Pattern Recognition

Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images

Bo Zhou · Qiuxia Lai · Zeren Sun · Xiangbo Shu · Yazhou Yao · Wenguan Wang

多模态可解释性OpenReview 项目页

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

Seeing Motion Through Polarity for Event-based Action Recognition

Meiqi Cao · Jiachao Zhang · Xin Jiang · Rui Yan · Yazhou Yao · Zechao Li · Xiangbo Shu

多模态OpenReview 项目页

作者位次 #6/7AAAI 2026Poster· Artificial Intelligence

Beyond Quadratic: Linear-Time Change Detection with RWKV

Zhenyu Yang · Gensheng Pei · Tao Chen · Xia Yuan · Haofeng Zhang · Xiangbo Shu · Yazhou Yao

OpenReview

作者位次 #3/6AAAI 2026Poster· Artificial Intelligence

Spatiotemporal-Untrammelled Mixture of Experts for Multi-Person Motion Prediction

Zheng Yin · Chengjian Li · Xiangbo Shu · Meiqi Cao · Rui Yan · Jinhui Tang

效率与系统OpenReview

Xiangbo Shu

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2026 顶会论文

Learning Gaussian Mixture-distributed Prototypes for 3D Scene Graph Generation from RGB-D Sequences

DecoVer: A Decompose-and-Verify Neuro-Symbolic Framework for Embodied Task Planning with BC+

Deep Ensemble Clustering for Visual Representation Learning

Condensed Test-Time Adaptation of VLMs for Action Recognition

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

History to Future: Evolving Agent with Experience and Thought for Zero-shot Vision-and-Language Navigation

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

Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images

Seeing Motion Through Polarity for Event-based Action Recognition

Beyond Quadratic: Linear-Time Change Detection with RWKV

Spatiotemporal-Untrammelled Mixture of Experts for Multi-Person Motion Prediction

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