Papers
Enhancing Visual Representation with Textual Semantics: Textual Semantics-Powered Prototypes for Heterogeneous Federated Learning
Xinghao Wu, Jianwei Niu, Xuefeng Liu et al.
Tea-Adapter: Teacher Adapter for Efficient Conditional Generation
Yinhan Zhang, Yue Ma, Fangqiu Yi et al.
Next-Scale Autoregressive Models for Text-to-Motion Generation
Zhiwei Zheng, Shibo Jin, Lingjie Liu et al.
MVGGT: Multimodal Visual Geometry Grounded Transformer for Multiview 3D Referring Expression Segmentation
Changli Wu, Haodong Wang, Jiayi Ji et al.
Stepwise Credit Assignment for GRPO on Flow-Matching Models
Yash Savani, Branislav Kveton, Yuchen Liu et al.
Learnability-Driven Submodular Optimization for Active Roadside 3D Detection
Ruiyu Mao, Baoming Zhang, Nicholas Ruozzi et al.
VENI: Variational Encoder for Natural Illumination
Paul Walker, James A. D. Gardner, Andreea Ardelean et al.
Time Blindness: Why Video-Language Models Can't See What Humans Can?
Ujjwal Upadhyay, Mukul Ranjan, Zhiqiang Shen et al.
ViLoMem: Agentic Learner with Grow-and-Refine Multimodal Semantic Memory
Weihao Bo, Shan Zhang, Yanpeng Sun et al.
Forecast the Principal, Stabilize the Residual: Subspace-Aware Feature Caching for Diffusion Transformers
Guantao Chen, Shikang Zheng, Yuqi Lin et al.
SAVE: Speech-Aware Video Representation Learning for Video-Text Retrieval
Ruixiang Zhao, Zhihao Xu, Bangxiang Lan et al.
DriveCombo: Benchmarking Compositional Traffic Rule Reasoning in Autonomous Driving
Enhui Ma, Jiahuan Zhang, Guantian Zheng et al.
Designing to Forget: Deep Semi-parametric Models for Unlearning
Amber Yijia Zheng, Yu-Shan Tai, Raymond A. Yeh
RAMEN: Resolution-Adjustable Multimodal Encoder for Earth Observation
Nicolas Houdré, Diego Marcos, Hugo Riffaud de Turckheim et al.
MUFASA: A Multi-Layer Framework for Slot Attention
Sebastian Bock, Leonie Schüßler, Krishnakant Singh et al.
FedRG: Unleashing the Representation Geometry for Federated Learning with Noisy Clients
Tian Wen, Zhiqin Yang, Yonggang Zhang et al.
ProxyFL: A Proxy-Guided Framework for Federated Semi-Supervised Learning
Duowen Chen, Yan Wang
VectorArk: Learning Practical Image Vectorization with Rounded Polygon Representation
Tarun Gehlaut, Difan Liu, Charu Bansal et al.
MangoBench: A Benchmark for Multi-Agent Goal-Conditioned Offline Reinforcement Learning
Yi Wang, Ningze Zhong, Zhiheng Fu et al.
Multi-Metric Representation Learning Strategy Based on Clustering for Fine-Grained Multimodal Sentiment Analysis
Yidan Wang, Zongheng Wang, Hongjie Xing et al.
Generative Adversarial Perturbations with Cross-paradigm Transferability on Localized Crowd Counting
Alabi Mehzabin Anisha, Guangjing Wang, Sriram Chellappan
When to Think and When to Look: Uncertainty-Guided Lookback
Jing Bi, Filippos Bellos, Junjia Guo et al.
Expanding mmWave Datasets for Human Pose Estimation with Unlabeled Data and LiDAR Datasets
Zhuoxuan Peng, Boan Zhu, Xingjian Zhang et al.