Papers
POUR: A Provably Optimal Method for Unlearning Representation via Neural Collapse
Anjie Le, Can Peng, Yuyuan Liu et al.
Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration
Jun Li, Lizhi Xiong, Ziqiang Li et al.
DocPrune: Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning
Joonmyung Choi, Sanghyeok Lee, Jongha Kim et al.
Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning
Chubin Chen, Sujie Hu, Jiashu Zhu et al.
From Events to Clarity: The Event-Guided Diffusion Framework for Dehazing
Ling Wang, Yunfan Lu, Wenzong Ma et al.
Where Does Vision Meet Language? Understanding and Refining Visual Fusion in MLLMs via Contrastive Attention
Shezheng Song, Shasha Li, Shan Zhao et al.
StyleDoctor: Towards Specialist Reward Model for Style-centric Generation Tasks
Xilin He, Xiaole Xian, Xiangyu Yue et al.
The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignment
Ziheng Ouyang, Yiren Song, Yaoli Liu et al.
Vocabulary Scaling Law: Tuning Open-vocabulary Predictors for Their Openness
Ziliang Chen, Yulu Li, Liangda Fang et al.
ExtrinSplat: Decoupling Geometry and Semantics for Open-Vocabulary Understanding in 3D Gaussian Splatting
Jiayu Ding, Xinpeng Liu, Zhiyi Pan et al.
SPEGC: Continual Test-Time Adaptation via Semantic-Prompt-Enhanced Graph Clustering for Medical Image Segmentation
Xiaogang Du, Jiawei Zhang, Tongfei Liu et al.
RAYNOVA: Scale-Temporal Autoregressive World Modeling in Ray Space
Yichen Xie, Chensheng Peng, Mazen Abdelfattah et al.
AffordGrasp: Cross-Modal Diffusion for Affordance-Aware Grasp Synthesis
Xiaofei Wu, Yi Zhang, Yumeng Liu et al.
Kontinuous Kontext: Continuous Strength Control for Instruction-based Image Editing
Rishubh Parihar, Or Patashnik, Daniil Ostashev et al.
Intrinsic Concept Extraction Based on Compositional Interpretability
Hanyu Shi, Hong Tao, Guoheng Huang et al.
EchoFoley: Event-Centric Hierarchical Control for Video Grounded Creative Sound Generation
Bingxuan Li, Yiming Cui, Yicheng He et al.
Towards Robust Multi-Modal Semantic Segmentation with Teacher-Student Framework and Hybrid Prototype Distillation
Jiaqi Tan, Xu Zheng, Yang Liu
DROID-SLAM in the Wild
Moyang Li, Zihan Zhu, Marc Pollefeys et al.
GR-Gauge: Cost-efficient Training Configuration By Gauging the Gradient Redundancy
Guanjie Wang, Chen Chen
Dr. Seg: Revisiting GRPO Training for Visual Large Language Models through Perception-Oriented Design
Haoxiang Sun, Tao Wang, Chenwei Tang et al.
Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware Integrated Gradients
Ziwei Xiang, Fanhu Zeng, Hongjian Fang et al.
Grounded 3D-Aware Spatial Vision-Language Modeling
An-Chieh Cheng, Yang Fu, Yatai Ji et al.
Masked Region Transformer for Layered Image Generation and Editing at Scale
Zhicong Tang, Jingye Chen, Zhao Zhang et al.
ReGenHOI: Unifying Reconstruction and Generation for 3D Human-Object Interaction Understanding
Miao Xu, Xiangyu Zhu, Zidu Wang et al.
One Patch to Caption Them All: A Unified Zero-Shot Captioning Framework
Lorenzo Bianchi, Giacomo Pacini, Fabio Carrara et al.