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• Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement

  Chongjun Tu, Peng Ye, Dongzhan Zhou, Tao Chen, Wanli Ouyang

  9576-9584

  2026-03-14

• UniMo: Unified Motion Generation and Understanding with Chain of Thought

  Guocun Wang, Kenkun Liu, Jing Lin, Guorui Song, Jian Li, Xiaoguang Han

  9729-9737

  2026-03-14

• VIR-Bench: Evaluating Geospatial and Temporal Understanding of MLLMs via Travel Video Itinerary Reconstruction

  Hao Wang, Eiki Murata, Lingfang Zhang, Ayako Sato, So Fukuda, Ziqi Yin, Wentao Hu, Keisuke Nakao, Yusuke Nakamura, Sebastian Zwirner, Yi-Chia Chen, Hiroyuki Otomo, Hiroki Ouchi, Daisuke Kawahara

  9747-9756

  2026-03-14

• PointChain: Learning Generalizable Point Cloud Representations via Structural Chain Modeling

  Luyao Wang, Chuxin Wang, Qiao Li, Tianzhu Zhang

  9957-9965

  2026-03-14

• FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation

  Mengchao Wang, Wang Qiang, Fan Jiang, Mu Xu

  9966-9974

  2026-03-14

• PC-Flow: Preference Alignment in Flow Matching via Classifier

  Shaomeng Wang, He Wang, Longquan Dai, Jinhui Tang

  10047-10055

  2026-03-14

• ObjecTok: Learning Holistic and Robust Object Tokens for MLLMs

  Sihan Wang, Xiyao Liu, Lianqing Liu, Zhi Han

  10083-10091

  2026-03-14

• Generating Attribute-Aware Human Motions from Textual Prompt

  Xinghan Wang, Kun Xu, Fei Li, Cao Sheng, JiaZhong Yu, Yadong Mu

  10216-10224

  2026-03-14

• Deeply Seeking Boundary for Lunar Regolith Segmentation

  Yifeng Wang, Lingxin Wang, Lu Zhang, Yang Li, Chao Xu, Weiwei Zhang, Junyue Tang, Yanhong Zheng, Yong Pang, Shengyuan Jiang, Yi Zhao, Zongquan Deng

  10252-10260

  2026-03-14

• ID-Splat: Propagating Object Identities for Segmenting 3D Aerial-view Scenes

  Yijing Wang, Xu Tang, Xiangrong Zhang, Jingjing Ma

  10261-10269

  2026-03-14

• Fine-Grained Generalization via Structuralizing Concept and Feature Space into Commonality, Specificity and Confounding

  Zhen Wang, Jiaojiao Zhao, Qilong Wang, Yongfeng Dong, Wenlong Yu

  10394-10402

  2026-03-14

• DiffusionPose: Markov-Optimized Diffusion Model for Human Pose Estimation

  Zhigang Wang, Zhenguang Liu, Shaojing Fan, Sifan Wu, Yingying Jiao

  10412-10420

  2026-03-14

• FlowAnyTime: Efficient Fine-tuning with Intra-Inter Frame Distillation for All-Weather Optical Flow Estimation

  Zixu Wang, Hongye Chen, Xiaochun Zou, Congxuan Zhang, Zhen Chen, Xinbo Zhao

  10476-10484

  2026-03-14

• Towards High-Fidelity 3D Portrait Generation with Rich Details by Cross-View Prior-Aware Diffusion

  Haoran Wei, Wencheng Han, Xingping Dong, Jianbing Shen

  10521-10529

  2026-03-14

• Deep Inverse Shading: Consistent Albedo and Surface Detail Recovery via Generative Refinement

  Jiacheng Wu, Ruiqi Zhang, Jie Chen

  10655-10663

  2026-03-14

• Training-free Boosting for Few-shot Segmentation via Generalizing Semantic Mining

  Kangyu Xiao, Zilei Wang, Yixin Zhang, Junjie Li

  10987-10995

  2026-03-14

• Fine-Grained Representation for Lane Topology Reasoning

  Guoqing Xu, Yiheng Li, Yang Yang

  11214-11222

  2026-03-14

• PulseMind: A Multi-Modal Medical Model for Real-World Clinical Diagnosis

  Jiao Xu, Junwei Liu, Jiangwei Lao, Qi Zhu, Yunpeng Zhao, Congyun Jin, Shinan Liu, Zhihong Lu, Lihe Zhang, Xin Chen, Jian Wang, Ping Wang

  11259-11268

  2026-03-14

• NeuSpring: Neural Spring Fields for Reconstruction and Simulation of Deformable Objects from Videos

  Qingshan Xu, Jiao Liu, Shangshu Yu, Yuxuan Wang, Yuan Zhou, Junbao Zhou, Jiequan Cui, Yew-Soon Ong, Hanwang Zhang

  11361-11369

  2026-03-14

• UVLM: Benchmarking Video Language Model for Underwater World Understanding

  Xizhe Xue, Yang Zhou, Dawei Yan, Lijie Tao, Junjie Li, Ying Li, Haokui Zhang, Rong Xiao

  11532-11540

  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

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

  Muzhou Yang, Wuzhou Quan, Mingqiang Wei

  11631-11639

  2026-03-14

• MagicPaint: Operate Anything for Image Inpainting with Diffusion Model

  Qinhong Yang, Dongdong Chen, Qi Chu, Tao Gong, Qiankun Liu, Zhentao Tan, Xulin Li, Huamin Feng, Nenghai Yu

  11667-11675

  2026-03-14

• ACID-Style: An Adaptive Condition Injection Diffusion Model for Arbitrary Style Transfer

  Ting Yang, Siyu Yang, Xiyao Liu, Songtao Wu, Gerald Schaefer, Kuanhong Xu, Hui Fang

  11730-11738

  2026-03-14

• Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing

  Chun-Hsiao Yeh, Yilin Wang, Nanxuan Zhao, Richard Zhang, Yuheng Li, Yi Ma, Krishna Kumar Singh

  11991-11999

  2026-03-14