Papers
Parameter-Efficient Adaptation for MLLMs via Implicit Modality Decomposition
Mingfang Zhang, Yunhong Wang, Lu Wang et al.
STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting
Hao Chen, Tao Han, Jie Zhang et al.
Trust-calibrated Collaborative Learning for Long-Tailed Visual Recognition
Hao Zhou, Tingjin Luo
Hybrid Token Compression for Vision-Language Models
Jusheng Zhang, Xiaoyang Guo, Kaitong Cai et al.
MindDriver: Introducing Progressive Multimodal Reasoning for Autonomous Driving
Lingjun Zhang, Yujian Yuan, Changjie Wu et al.
Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration
Fengyang Xiao, Peng Hu, Lei Xu et al.
Towards Stable Federated Continual Test-Time Adaptation in Wild World
Liwen Wang, Xingbo Dong, Iman Yi Liao et al.
Semantic Derivative Flow: Graph-Guided Diffusion for Controllable Instance Interactions
Shibin Mei, Hang Wang, Bingbing Ni
L3DR: 3D-aware LiDAR Diffusion and Rectification
Quan Liu, Xiaoqin Zhang, Ling Shao et al.
MRI Contrast Enhancement Kinetics World Model
Jindi Kong, Yuting He, Cong Xia et al.
ShapeAR: Generating Editable Shape Layers via Autoregressive Diffusion
Souymodip Chakraborty, Ankur Singh, Amit Vikram Singh et al.
Mario: Multimodal Graph Reasoning with Large Language Models
Yuanfu Sun, Kang Li, Pengkang Guo et al.
STAR-R1: Multi-View Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs
Zongzhao Li, Zongyang Ma, Mingze Li et al.
CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization
Xinhai Hou, Shaoyuan Xu, Manan Biyani et al.
Robust Remote Sensing Image-Text Retrieval with Noisy Correspondence
Qiya Song, Yiqiang Xie, Yuan Sun et al.
Bridging Pixels and Words: Mask-Aware Local Semantic Fusion for Multimodal Media Verification
Zizhao Chen, Ping Wei, Ziyang Ren et al.
Wavelet-based Frame Selection by Detecting Semantic Boundary for Long Video Understanding
Wang Chen, Yuhui Zeng, Yongdong Luo et al.
High-Fidelity Mobile Avatars with Pruned Local Blendshapes
Youyi Zhan, He Wang, Tianjia Shao et al.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Haoji Zhang, Xin Gu, Jiawen Li et al.
Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware Training
Gengluo Li, Pengyuan Lyu, Chengquan Zhang et al.
Object-Generalized Re-Identification: A Step Towards Universal Instance Perception
Shuoyi Chen, Yurui Wu, Mang Ye
Learning to Identify Out-of-Distribution Objects for 3D LiDAR Anomaly Segmentation
Simone Mosco, Daniel Fusaro, Alberto Pretto
TimeBridge: Self-Supervised Video Representation Learning via Start-End Joint Embedding and In-Between Frame Prediction
Qin Wang, Abigail Morrison, Hanno Scharr et al.
CDICS: Delving Into Fine-Grained Attribute for In-Context Segmentation via Compositional Prompts and Phased Decoupling
Zhiyu Li, Dianmo Sheng, Qi Chu et al.