Papers
VDE: Training-Free Accelerating Rectified Flow Model via Velocity Decomposition and Estimation
Junwen Tan, Jinglin Liang, Hongyuan Chen et al.
AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors
Matic Fučka, Vitjan Zavrtanik, Danijel Skočaj
RegionFuse: Region-Adaptive Pixel Distribution Learning for Infrared and Visible Image Fusion
Jianghan Xia, Hong Song, Jinfu Li et al.
Computation and Communication Efficient Federated Unlearning via On-server Gradient Conflict Mitigation and Expression
Minh-Duong Nguyen, Senura Wanasekara, Le-Tuan Nguyen et al.
Otil: Accelerating Diffusion Model Inference via Communication-Efficient Multi-GPU Parallelism
Xin Li, Shujun Tian, Tao Lu et al.
Globally Optimal Pose from Orthographic Silhouettes
Agniva Sengupta, Dilara Kus, Jianning Li et al.
Parameter-Efficient Semantic Augmentation for Enhancing Open-Vocabulary Object Detection
Weihao Cao, Runqi Wang, Xiaoyue Duan et al.
Improving Motion in Image-to-Video Models via Adaptive Low-Pass Guidance
June Suk Choi, Kyungmin Lee, Sihyun Yu et al.
AstraNav-Memory: Contexts Compression for Long Memory
Junjun Hu, Xinda Xue, Botao Ren et al.
DeltaQuant: 4-bit Video Diffusion Models with Spatiotemporal Delta Smoothing
Xingyang Li, Samuel Tesfai, Zhekai Zhang et al.
Teacher-Guided Routing for Sparse Vision Mixture-of-Experts
Masahiro Kada, Ryota Yoshihashi, Satoshi Ikehata et al.
Solving Minimal Problems Without Matrix Inversion Using FFT-Based Interpolation
Haidong Wu, Snehal Bhayani, Janne Heikkila
MMR-AD: A Large-Scale Multimodal Dataset for Benchmarking General Anomaly Detection with Multimodal Large Language Models
Xincheng Yao, Zefeng Qian, Chao Shi et al.
MAD: Modality-Adaptive Decoding for Mitigating Cross-Modal Hallucinations in Multimodal Large Language Models
Sangyun Chung, Se Yeon Kim, Youngchae Chee et al.
NanoSD: Edge Efficient Foundation Model for Real Time Image Restoration
Subhajit Sanyal, Srinivas Soumitri Miriyala, Akshay Janardan Bankar et al.
HTNav: A Hybrid Navigation Framework with Tiered Structure for Urban Aerial Vision-and-Language Navigation
Chengjie Fan, Cong Pan, Zijian Liu et al.
Twin-T & TwintVQA: A Reliable Structure-Detail Separating VLM and a Comprehensive Benchmark for Chart and Table Tasks
Jiahua Bao, Siyao Cheng, Jiaxing Du et al.
TokenTrace: Multi-Concept Attribution through Watermarked Token Recovery
Li Zhang, Shruti Agarwal, John Collomosse et al.
Sparse Task Vector Mixup with Hypernetworks for Efficient Knowledge Transfer in Whole-Slide Image Prognosis
Pei Liu, Xiangxiang Zeng, Tengfei Ma et al.
MoE-GRPO: Optimizing Mixture-of-Experts via Reinforcement Learning in Vision-Language Models
Dohwan Ko, Jinyoung Park, Seoung Choi et al.
Driving on Registers
Ellington Kirby, Alexandre Boulch, Yihong Xu et al.
Revisiting Unknowns: Towards Effective and Efficient Open-Set Active Learning
Chen-Chen Zong, Yu-Qi Chi, Xie-Yang Wang et al.
RetFormer: Multimodal Retrieval for Enhancing Image Recognition
Tianrui Yu, Xiubo Liang, Hongzhi Wang
Tri-Modal Fusion Transformers for UAV-based Object Detection
Craig Iaboni, Pramod Abichandani
FUN REC * Reconstructing Functional 3D Scenes from Egocentric Interaction Videos
Alexandros Delitzas, Chenyangguang Zhang, Alexey Gavryushin et al.