Papers
HAMMER: Harnessing MLLMs via Cross-Modal Integration for Intention-Driven 3D Affordance Grounding
Lei Yao, Yong Chen, Yuejiao Su et al.
Anchoring the Mind of Multimodal Reasoners: Cognitive Bias as a Vector for Jailbreak Attacks
Linhua Cong, Bingrui Sima, Kun He
Multimodal Distribution Matching for Vision-Language Dataset Distillation
Jongoh Jeong, Hoyong Kwon, Minseok Kim et al.
Spectrally Distilled Representations Aligned with Instruction-Augmented LLMs for Satellite Imagery
Minh Kha Do, Wei Xiang, Kang Han et al.
Visual Personalization Turing Test
Rameen Abdal, James Burgess, Sergey Tulyakov et al.
Dual-level Adapter Boosting Prompt-free Curvilinear Structure Segmentation
Kai Zhu, Li Chen, Jun Cheng
Attribution as Retrieval: Model-Agnostic AI-Generated Image Attribution
Hongsong Wang, Renxi Cheng, Chaolei Han et al.
WildRayZer: Self-supervised Large View Synthesis in Dynamic Environments
Xuweiyi Chen, Wentao Zhou, Zezhou Cheng
Rethinking Concept Bottleneck Models: From Pitfalls to Solutions
Merve Tapli, Quentin Bouniot, Wolfgang Stammer et al.
SEATrack: Simple, Efficient, and Adaptive Multimodal Tracker
Junbin Su, Ziteng Xue, Shihui Zhang et al.
Beyond the Static World: Continual Category Discovery under Visual Drift
Wei Feng, Yiwen Jiang, Sijin Zhou et al.
FedAdamom: Adaptive Momentum for Improved Generalization in Federated Optimization
Wenjie Hou, Tianxiang Chen, Feng Wang et al.
Learning to Refuse: Refusal-Aware Reinforcement Fine-Tuning for Hard-Irrelevant Queries in Video Temporal Grounding
Jin-Seop Lee, SungJoon Lee, SeongJun Jung et al.
Learned Image Compression via Sparse Attention and Adaptive Frequency
Huidong Ma, Xinyan Shi, Hui Sun et al.
MoBind: Motion Binding for Fine-Grained IMU-Video Pose Alignment
Duc Duy Nguyen, Tat-Jun Chin, Minh Hoai
Domain-Skewed Federated Learning with Feature Decoupling and Calibration
Huan Wang, Jun Shen, Jun Yan et al.
Guiding Diffusion-based Reconstruction with Contrastive Signals for Balanced Visual Representation
Boyu Han, Qianqian Xu, Shilong Bao et al.
VisRes Bench: On Evaluating the Visual Reasoning Capabilities of VLMs
Brigitta Malagurski Törtei, Yasser Dahou, Ngoc Dung Huynh et al.
Dynamic-eDiTor: Training-Free Text-Driven 4D Scene Editing with Multimodal Diffusion Transformer
Dong In Lee, Hyungjun Doh, Seunggeun Chi et al.
LitePT: Lighter Yet Stronger Point Transformer
Yuanwen Yue, Damien Robert, Jianyuan Wang et al.
VGGT-360: Geometry-Consistent Zero-Shot Panoramic Depth Estimation
Jiayi Yuan, Haobo Jiang, De Wen Soh et al.
Reinforcing Structured Chain-of-Thought for Video Understanding
Peiyao Wang, Haotian Xu, Noranart Vesdapunt et al.
Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving
Minhao Xiong, Zichen Wen, Zhuangcheng Gu et al.
SelecTKD: Selective Token-Weighted Knowledge Distillation for LLMs
Haiduo Huang, Jiangcheng Song, Yadong Zhang et al.
Scale Space Diffusion
Soumik Mukhopadhyay, Prateksha Udhayanan, Abhinav Shrivastava