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• PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology

  Fengchun Liu, Songhan Jiang, Linghan Cai, Ziyue Wang, Yongbing Zhang

  7132-7140

  2026-03-14

• MaRS: A Multi-modality Very-high-resolution Remote Sensing Foundation Model with Cross-Granularity Meta-Modality Learning

  Ruoyu Yang, Yinhe Liu, Heng Yan, Yiheng Zhou, Yihan Fu, Han Luo, Yanfei Zhong

  11685-11693

  2026-03-14

• MedEyes: Learning Dynamic Visual Focus for Medical Progressive Diagnosis

  Chunzheng Zhu, Yangfang Lin, Shen Chen, Yijun Wang, Jianxin Lin

  13916-13924

  2026-03-14

• Towards Robust Visual Question Answering via Prompt-Driven Geometric Harmonization

  Yishu Liu, Jiawei Zhu, Congcong Wen, Guangming Lu, Hui Lin, Bingzhi Chen

  5721-5729

  2025-04-11

• Anatomical Region-Guided Contrastive Decoding: A Plug-and-Play Strategy for Mitigating Hallucinations in Medical VLMs

  Xiao Liang, Chenxi Liu, Zhi Ma, Di Wang, Bin Jing, Quan Wang, Yuanyuan Shi

  6871-6879

  2026-03-14

• GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs

  Maizhen Ning, Zihao Zhou, Qiufeng Wang, Xiaowei Huang, Kaizhu Huang

  24957-24965

  2025-04-11

• The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning

  Shentong Mo

  19484-19492

  2025-04-11

• DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving

  Hongbin Lin, Yiming Yang, Chaoda Zheng, Yifan Zhang, Shuaicheng Niu, Zilu Guo, Yafeng Li, Gui Gui, Shuguang Cui, Zhen Li

  6943-6951

  2026-03-14

• Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection

  Han Wang, Deyi Ji, Junyu Lu, Lanyun Zhu, Hailong Zhang, Haiyang Wu, Liqun Liu, Peng Shu, Roy Ka-Wei Lee

  39387-39396

  2026-03-14

• Enhancing Spatial Reasoning Through Visual and Textual Thinking

  Xun Liang, Xin Guo, Zhongming Jin, Weihang Pan, Penghui Shang, Deng Cai, Binbin Lin, Jieping Ye

  23433-23441

  2026-03-14

• TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations

  Mingze Gao, Jingyu Liu, Mingda Li, Jiangtao Xie, Qingbin Liu, Kevin Zhao, Xi Chen, Hui Xiong

  3086-3094

  2025-04-11

• Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning

  Shuochen Liu, Pengfei Luo, Chao Zhang, Yuhao Chen, Haotian Zhang, Qi Liu, Xin Kou, Tong Xu, Enhong Chen

  32159-32167

  2026-03-14

• Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification

  Guile Wu, Shaogang Gong

  2898-2906

  2021-05-18

• Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation

  Lexiang Tang, Xianwei Zhuang, Bang Yang, Zhiyuan Hu, Hongxiang Li, Lu Ma, Jinghan Ru, Yuexian Zou

  9439-9447

  2026-03-14

• TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding

  Canhui Tang, Zifan Han, Hongbo Sun, Sanping Zhou, Xuchong Zhang, Xin Wei, Ye Yuan, Huayu Zhang, Jinglin Xu, Hao Sun

  9368-9376

  2026-03-14

• Explanation Consistency Training: Facilitating Consistency-Based Semi-Supervised Learning with Interpretability

  Tao Han, Wei-Wei Tu, Yu-Feng Li

  7639-7646

  2021-05-18

• Video Spatial Reasoning with Object-Centric 3D Rollout

  Haoran Tang, Meng Cao, Ruyang Liu, Xiaoxi Liang, Linglong Li, Ge Li, Xiaodan Liang

  9395-9403

  2026-03-14

• Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference

  Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane

  21510-21518

  2025-04-11

• MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking

  Tan Yue, Qiong Wu, Dongyan Zhao

  34539-34547

  2026-03-14

• Patho-AgenticRAG: Towards Multimodal Agentic Retrieval-Augmented Generation for Pathology VLMs via Reinforcement Learning

  Wenchuan Zhang, Jingru Guo, Hengzhe Zhang, Penghao Zhang, Jie Chen, Shuwan Zhang, Zhang Zhang, Yuhao Yi, Hong Bu

  29921-29929

  2026-03-14

• Entropy-Based Logic Explanations of Neural Networks

  Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Pietro Lió, Marco Gori, Stefano Melacci

  6046-6054

  2022-06-28

• Everywhere Attack: Attacking Locally and Globally to Boost Targeted Transferability

  Hui Zeng, Sanshuai Cui, Biwei Chen, Anjie Peng

  9789-9796

  2025-04-11

• DME-Driver: Integrating Human Decision Logic and 3D Scene Perception in Autonomous Driving

  Wencheng Han, Dongqian Guo, Cheng-Zhong Xu, Jianbing Shen

  3347-3355

  2025-04-11

• Learning from an Infant’s Visual Experience

  Deepayan Sanyal

  23413-23414

  2024-03-24

• VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection

  Jianhang Yao, Yongbin Zheng, Siqi Lu, Wanying Xu, Peng Sun

  11875-11882

  2026-03-14