Papers
Diagnosing and Repairing Unsafe Channels in Vision-Language Models via Causal Discovery and Dual-Modal Safety Subspace Projection
Jinhu Fu, Yihang Lou, Qingyi Si et al.
Beyond Heuristic Prompting: A Concept-Guided Bayesian Framework for Zero-Shot Image Recognition
Hui Liu, Kecheng Chen, Jialiang Wang et al.
Stability-Driven Motion Generation for Object-Guided Human-Human Co-Manipulation
Jiahao Xu, Xiaohan Yuan, Xingchen Wu et al.
HumanBA: Human-Aware Bundle Adjustment via Global Human-Camera Decoupling
Fengyuan Yang, Tanuj Sur, Tze Ho Elden Tse et al.
HCL-FF: Hierarchical and Contrastive Learning for Forward-Forward Algorithm
Jie-En Yao, Hong-En Chen, C.-C. Jay Kuo
SMVRT: Implicit Human 3D Modeling Using Sparse Multi-View Volumetric Reconstruction with Transformer Fusion
Chuanmao Fan, Chenxi Zhao, Ye Duan
FoleyDirector: Fine-Grained Temporal Steering for Video-to-Audio Generation via Structured Scripts
You Li, Dewei Zhou, Fan Ma et al.
ViTPrompt: Training-Free Prompt Refinement with Visual Tokens for Open-Vocabulary Detection
Yitong Qin, Lihua Zhou, Jiwei Wei et al.
From Inpainting to Layer Decomposition: Repurposing Generative Inpainting Models for Image Layer Decomposition
Jingxi Chen, Yixiao Zhang, Xiaoye Qian et al.
Inconsistency-aware Multimodal Schrodinger Bridge for Deepfake Localization
Jiayu Xiong, Jing Wang, Qi Zhang et al.
Tracking through Severe Occlusion via Event-Derived Transient Cues
Hao Dong, Yujin Liu, Haoyue Liu et al.
LookasideVLN: Direction-Aware Aerial Vision-and-Language Navigation
Yuwei Ning, Ganlong Zhao, Yipeng Qin et al.
Vista4D: Video Reshooting with 4D Point Clouds
Kuan Heng Lin, Zhizheng Liu, Pablo Salamanca et al.
A Closed-Form Solution for Debiasing Vision-Language Models with Utility Guarantees Across Modalities and Tasks
Tangzheng Lian, Guanyu Hu, Yijing Ren et al.
OneCAT: Decoder-Only Auto-Regressive Model for Unified Understanding and Generation
Han Li, Xinyu Peng, Yaoming Wang et al.
RoadSceneBench: A Lightweight Benchmark for Mid-Level Road Scene Understanding
Xiyan Liu, Han Wang, Yuhu Wang et al.
Detecting AI-Generated Forgeries via Iterative Manifold Deviation Amplification
Jiangling Zhang, Shuxuan Gao, Bofan Liu et al.
Enhancing Part-Level Point Grounding for Any Open-Source MLLMs
Jin-Cheng Jhang, Fu-En Wang, Xin Yang et al.
Black-box Membership Inference Attacks on the Pre-training Data of Image-generation Models
Tao Qi, Huili Wang, Yuanhong Huang et al.
Boosting Reasoning in Large Multimodal Models via Activation Replay
Yun Xing, Xiaobin Hu, Qingdong He et al.
Streaming Video Instruction Tuning
Jiaer Xia, Peixian Chen, Mengdan Zhang et al.
Free-Lunch Long Video Generation via Layer-Adaptive O.O.D Correction
Jiahao Tian, Chenxi Song, Wei Cheng et al.
ID-Sim: An Identity-Focused Similarity Metric
Julia Chae, Nicholas Kolkin, Jui-Hsien Wang et al.
MMDIR: Multimodal Instruction-Driven Framework for Mixed-Degradation Document Image Restoration
Heng Li, Xingyuan Wang, Yang Fan et al.