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• VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning

  Zishan Xu, Yifu Guo, Yuquan Lu, Fengyu Yang, Junxin Li, Lihua Cai

  11496-11504

  2026-03-14

• LinProVSR: Linguistics-Knowledge Guided Progressive Disambiguation Network for Visual Speech Recognition

  Feng Xue, Baochao Zhu, Wei Jia, Shujie Li, Yu Li, Jinrui Zhang, Shengeng Tang, Dan Guo

  11505-11513

  2026-03-14

• Diff-NAT: Better Naturalistic and Aggressive Adversarial Attacks via Class-Optimized Diffusion for Object Detection

  Qinglong Yan, Tong Zou, Xunpeng Yi, Xinyu Xiang, Xuying Wu, Hao Zhang, Jiayi Ma

  11541-11549

  2026-03-14

• MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision

  Zhonghao Yan, Muxi Diao, Yuxuan Yang, Ruoyan Jing, Jiayuan Xu, Kaizhou Zhang, Lele Yang, Yanxi Liu, Kongming Liang, Zhanyu Ma

  11577-11585

  2026-03-14

• PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification

  Hao Yang, Qianyu Zhou, Haijia Sun, Xiangtai Li, Xuequan Lu, Lizhuang Ma, Shuicheng YAN

  11595-11603

  2026-03-14

• FIA-Edit: Frequency-Interactive Attention for Efficient and High-Fidelity Inversion-Free Text-Guided Image Editing

  Kaixiang Yang, Boyang Shen, Xin Li, Yuchen Dai, Yuxuan Luo, Yueran Ma, Wei Fang, Qiang Li, Zhiwei Wang

  11613-11621

  2026-03-14

• Your AI-Generated Image Detector Can Secretly Achieve SOTA Accuracy, If Calibrated

  Muli Yang, Gabriel James Goenawan, Henan Wang, Huaiyuan Qin, Chenghao Xu, Yanhua Yang, Fen Fang, Ying Sun, Joo Hwee Lim, Hongyuan Zhu

  11622-11630

  2026-03-14

• Perceive, Act and Correct: Confidence Is Not Enough for Hyperspectral Classification

  Muzhou Yang, Wuzhou Quan, Mingqiang Wei

  11631-11639

  2026-03-14

• Rethinking Rainy 3D Scene Reconstruction via Perspective Transforming and Brightness Tuning

  Qianfeng Yang, Xiang Chen, Pengpeng Li, Qiyuan Guan, Guiyue Jin, Jiyu Jin

  11658-11666

  2026-03-14

• Challenges in the Automatic Analysis of Students’ Diagnostic Reasoning

  Claudia Schulz, Christian M. Meyer, Iryna Gurevych

  6974-6981

  2019-07-17

• ToC: Tree-of-Claims Search with Multi-Agent Language Models

  Shuyang Yu, Jianan Liang, Hui Hu

  34495-34502

  2026-03-14

• InfoDecom: Decomposing Information for Defending Against Privacy Leakage in Split Inference

  Ruijun Deng, Zhihui Lu, Qiang Duan

  20737-20745

  2026-03-14

• Thermal-Physics Guided Infrared Image Super-Resolution with Dynamic High-Frequency Amplification

  Mingxuan Zhou, Yirui Shen, Shuang Li, Jing Geng, Yutang Zhang, Shuigen Wang

  13737-13745

  2026-03-14

• Reasoning via Implicit Self-supervised Emergence for Instruction Segmentation

  Qing Zhou, Lichang Yang, Yuyu Jia, Junyu Gao, Weiping Ni, Junzheng Wu, Qi Wang

  13746-13754

  2026-03-14

• CompTrack: Information Bottleneck-Guided Low-Rank Dynamic Token Compression for Point Cloud Tracking

  Sifan Zhou, Yichao Cao, Jiahao Nie, Yuqian Fu, Ziyu Zhao, Xiaobo Lu, Shuo Wang

  13773-13781

  2026-03-14

• LookFlow: Training-Free and Efficient High-Resolution Image Synthesis via Dynamic Lookahead Guidance Flow

  Yuan Zhou, Yan Zhang, Jianlong Chang, Xin Gu, Ying Wang, Kun Ding, Guangwen Yang, Shiming Xiang

  13800-13808

  2026-03-14

• DragNeXt: Rethinking Drag-Based Image Editing

  Yuan Zhou, Junbao Zhou, Qingshan Xu, Kesen Zhao, Yuxuan Wang, Hao Fei, Richang Hong, Hanwang Zhang

  13818-13825

  2026-03-14

• Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification

  Yuhang Zhou, Yanxiang Zhao, Zhongyun Hua, Zhipu Liu, Zhaoquan Gu, Qing Liao, Leo Yu Zhang

  13835-13843

  2026-03-14

• Content Diversity-guided Ambiguity Mitigation for Open-Set Noisy Label Learning

  Zhihao Zhou, Rui Li, Xueying Li

  13889-13897

  2026-03-14

• Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling

  Aihua Zhu, Rui Su, Qinglin Zhao, Li Feng, Meng Shen, Shibo He

  13907-13915

  2026-03-14

• Self-Supervised Representation Learning with Joint Embedding Predictive Architecture for Automotive LiDAR Object Detection

  Haoran Zhu, Zhenyuan Dong, Kristi Topollai, Beiyao Sha, Anna Ewa Choromanska

  13925-13933

  2026-03-14

• LENS: Learning to Segment Anything with Unified Reinforced Reasoning

  Lianghui Zhu, Bin Ouyang, Yuxuan Zhang, Tianheng Cheng, Rui Hu, Haocheng Shen, Longjin Ran, Xiaoxin Chen, Li Yu, Wenyu Liu, Xinggang Wang

  13952-13960

  2026-03-14

• SLCFormer: Spectral-Local Context Transformer with Physics-Grounded Flare Synthesis for Nighttime Flare Removal

  Xiyu Zhu, Wei Wang, Xin Yuan, Xiao Wang

  13988-13996

  2026-03-14

• Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation

  Mahmoud Khademi, Oliver Schulte

  11237-11245

  2020-04-03

• SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning

  Lingkun Long, Rubing Yang, Yushi Huang, Desheng Hui, Ao Zhou, Jianlei Yang

  32284-32292

  2026-03-14