Papers
Learning from Semantic Dictionaries: Discriminative Codebook Contrastive Learning for Unified Visual Representation and Generation
Imanol G. Estepa, Jesús M. Rodríguez-de-Vera, Bhalaji Nagarajan et al.
The Surprising Effectiveness of Noise Pretraining for Implicit Neural Representations
Kushal Vyas, Alper Kayabasi, Daniel Kim et al.
CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space
Sohwi Lim, Lee Hyoseok, Jungjoon Park et al.
PAM: A Pose-Appearance-Motion Engine for Sim-to-Real HOI Video Generation
Mingju Gao, Kaisen Yang, Huan-ang Gao et al.
WeMMU: Enhanced Bridging of Vision-Language Models and Diffusion Models via Noisy Query Tokens
Jian Yang, Dacheng Yin, Xiaoxuan He et al.
MeanFlow Transformers with Representation Autoencoders
Zheyuan Hu, Chieh-Hsin Lai, Ge Wu et al.
CaptionFormer: Unified Segmentation, Tracking, and Captioning for Spatio-Temporal Objects
Gabriel Fiastre, Antoine Yang, Cordelia Schmid
PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning
Hee Suk Yoon, Eunseop Yoon, Ji Woo Hong et al.
FlowDC: Flow-Based Decoupling-Decay for Complex Image Editing
Yilei Jiang, Zhen Wang, Yanghao Wang et al.
Hierarchical Long Video Understanding with Audiovisual Entity Cohesion and Agentic Search
Xinlei Yin, Xiulian Peng, Xiao Li et al.
Dynamics-Aware Preference Optimization for Vision-Language Models
Jusheng Zhang, Kaitong Cai, Jing Yang et al.
CaptionQA: Is Your Caption as Useful as the Image Itself?
Shijia Yang, Yunong Liu, Bohan Zhai et al.
Rethinking Token Reduction for Large Vision-Language Models
Yi Wang, Haofei Zhang, Qihan Huang et al.
DetAny4D: Detect Anything 4D Temporally in a Streaming RGB Video
Jiawei Hou, Shenghao Zhang, Can Wang et al.
StreamAvatar: Streaming Diffusion Models for Real-Time Interactive Human Avatars
Zhiyao Sun, Ziqiao Peng, Yifeng Ma et al.
Reviving ConvNeXt for Efficient Convolutional Diffusion Models
Taesung Kwon, Lorenzo Bianchi, Lennart Wittke et al.
AeroAgent: A Vision-Physics-Decision Framework for Aerodynamic Vehicle Design
Ye Liu, Shouyi Liu, Huiyu Yang et al.
The Missing Point in Vision Transformers for Universal Image Segmentation
Sajjad Shahabodini, Mobina Mansoori, Farnoush Bayatmakou et al.
Gated KalmaNet: A Fading Memory Layer through Test-time Ridge Regression
Liangzu Peng, Aditya Chattopadhyay, Luca Zancato et al.
Building Robust Vision Encoders for Cross-Dataset Evaluation in Immunofluorescent Microscopy
Umar Marikkar, Syed Sameed Husain, Muhammad Awais et al.
AniMimic: Imitating 3D Animation from Video Priors
Tianyi Xie, Yunuo Chen, Yaowei Guo et al.
Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings
Yunxiang Peng, Mengmeng Ma, Ziyu Yao et al.
EcoAlign: An Economically Rational Framework for Efficient LVLM Alignment
Ruoxi Cheng, Hao-Xuan Ma, Teng Ma et al.
UniVerse: Empower Unified Generation with Reasoning and Knowledge
Kaiyue Sun, Weiyang Jin, Chengqi Duan et al.
OpenDance: Multimodal Controllable 3D Dance Generation with Large-scale Internet Data
Jinlu Zhang, Zixi Kang, Libin Liu et al.