Papers
Local Motion Matters: A Deconstruct-Recompose Paradigm for Reinforcement Learning Pre-training from Videos
Jinwen Wang, Youfang Lin, Xiaobo Hu et al.
StreamingTOM: Streaming Token Compression for Efficient Video Understanding
Xueyi Chen, Keda Tao, Kele Shao et al.
See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object Understanding
Boyuan Sun, Bo-Wen Yin, Yuan-Ming Li et al.
Beyond Scanpaths: Graph-Based Gaze Simulation in Dynamic Scenes
Luke Palmer, Petar Palasek, Hazem Abdelkawy
DrivePTS: A Progressive Learning Framework with Textual and Structural Enhancement for Driving Scene Generation
Zhechao Wang, Yiming Zeng, Lufan Ma et al.
MaxMark: High-Capacity Diffusion-Native Watermarking via Robust and Invertible Latent Embedding
Xuanhang Chang, Zhonghao Yang, Cheng Zhuo et al.
UniDAC: Universal Metric Depth Estimation for Any Camera
Girish Chandar Ganesan, Yuliang Guo, Liu Ren et al.
Unlocking Strong Supervision: A Data-Centric Study of General-Purpose Audio Pre-Training Methods
Xuanru Zhou, Yiwen Shao, Wei-Cheng Tseng et al.
MANSION: Multi-floor lANguage-to-3D Scene generatIOn for loNg-horizon tasks
Lirong Che, Shuo Wen, Shan Huang et al.
AGiLe: Learning Robust Long-Horizon Manipulation via Affordance-Grounded Bidirectional Latent Planning
Zixuan Chen, Xiangrong Feng, Jieqi Shi et al.
LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents
Zihe Yan, Zhuosheng Zhang, Jiaping Gui et al.
Diversity over Uniformity: Rethinking Representation in Generated Image Detection
Qinghui He, Haifeng Zhang, Qiao Qin et al.
SPARK: Sim-ready Part-level Articulated Reconstruction with VLM Knowledge
Yumeng He, Ying Jiang, Jiayin Lu et al.
Beyond Fixed Formulas: Data-Driven Linear Predictor for Efficient Diffusion Models
Zhirong Shen, Rui Huang, Jiacheng Liu et al.
Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos
Shoubin Yu, Lei Shu, Antoine Yang et al.
Recovering Physically Plausible Human-Object Interactions from Monocular Videos
Dingbang Huang, Etienne Vouga, Qixing Huang et al.
PRUE: A Practical Recipe for Field Boundary Segmentation at Scale
Gedeon Muhawenayo, Caleb Robinson, Subash Khanal et al.
PackUV: Packed Gaussian UV Maps for 4D Volumetric Video
Aashish Rai, Angela Xing, Anushka Agarwal et al.
Taming Generative Diffusion Model for Task-Oriented Infrared Imaging
Tengyu Ma, Zhilong Dai, Yubo Diao et al.
ProFocus: Proactive Perception and Focused Reasoning in Vision-and-Language Navigation
Wei Xue, Mingcheng Li, Xuecheng Wu et al.
Tackling Model Bias via Game-theoretic Multi-agent Collaboration Framework for Hateful Meme Classification
Yiwei Wei, Zhengliang Guo, Shaozu Yuan et al.
Unifying Language-Action Understanding and Generation for Autonomous Driving
Xinyang Wang, Qian Liu, Wenjie Ding et al.
DNF-SR: Dual-Input and Negative-Aware Feature Fine-Tuning for Real-World Image Super-Resolution
Shuhao Han, Wenjie Liao, Hayden Vance et al.
LaMoGen: Language to Motion Generation Through LLM-Guided Symbolic Inference
Junkun Jiang, Ho Yin Au, Jingyu Xiang et al.
Open-world Hand-Object Interaction Video Generation Based on Structure and Contact-aware Representation
Haodong Yan, Hang Yu, Zhide Zhong et al.