Papers
Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding
Zhongxing Xu, Zhonghua Wang, Zhe Qian et al.
DeAR: Fine-Grained VLM Adaptation by Decomposing Attention Head Roles
Yiming Ma, Hongkun Yang, Lionel Z. Wang et al.
Direction-aware 3D Large Multimodal Models
Quan Liu, Weihao Xuan, Junjue Wang et al.
Seeing Beyond 8bits: Subjective and Objective Quality Assessment of HDR-UGC Videos
Shreshth Saini, Bowen Chen, Yilin Wang et al.
Solvability of the Viewing Graph Under the Affine Camera Model
Gabriele Pedroni, Rakshith Madhavan, Federica Arrigoni
AdaSpark: Adaptive Sparsity for Efficient Long-Video Understanding
Handong Li, Zikang Liu, Longteng Guo et al.
SceneScribe-1M: A Large-Scale Video Dataset with Comprehensive Geometric and Semantic Annotations
Yunnan Wang, Kecheng Zheng, Jianyuan Wang et al.
POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation
Yaohou Fan, Qingzhong Wang, Yongsong Huang et al.
SEA: Evaluating Sketch Abstraction Efficiency via Element-level Commonsense Visual Question Answering
Jiho Park, Sieun Choi, Jaeyoon Seo et al.
GDPO-SR: Group Direct Preference Optimization for One-Step Generative Image Super-Resolution
Qiaosi Yi, Shuai Li, Rongyuan Wu et al.
InstructMix2Mix: Consistent Sparse-View Editing Through Multi-View Model Personalization
Daniel Gilo, Or Litany
Unblur-SLAM: Dense Neural SLAM for Blurry Inputs
Qi Zhang, Denis Rozumny, Francesco Girlanda et al.
SE(3)-Equivariance with Geometric and Topological Guidance for Category-Level Object Pose Estimation
Sheng Yu, Di-Hua Zhai, Yuanqing Xia
Rethinking BCE Loss for Multi-Label Image Recognition with Fine-Tuning
Ao Zhou, Zhiwei Jiang, Zifeng Cheng et al.
CLaD: Planning with Grounded Foresight via Cross-Modal Latent Dynamics
Andrew Jeong, Jaemin Kim, Sebin Lee et al.
HiconAgent: History Context-aware Policy Optimization for GUI Agents
Xurui Zhou, Gongwei Chen, Yuquan Xie et al.
Emergent Extreme-View Geometry in 3D Foundation Models
Yiwen Zhang, Joseph Tung, Ruojin Cai et al.
Same Attention, Different Truths: Put Logit-Lens over Visual Attention to Detect and Mitigate LVLM Object Hallucination
Zichuan Wang, Songlin Yang, Bo Peng et al.
SketchRevive: Fine-Grained Pixel-to-Vector Sketch Completion with Diffusion-Prior-Guided Multimodal LLMs
Ran Zuo, Haoxiang Hu, Chenxi Pei et al.
VGG-T$^3$: Offline Feed-Forward 3D Reconstruction at Scale
Sven Elflein, Ruilong Li, Sérgio Agostinho et al.
ReMatch: Boosting Representation through Matching for Multimodal Retrieval
Qianying Liu, Xiao Liang, Zhiqiang Zhang et al.
VLIC: Vision-Language Models As Perceptual Judges for Human-Aligned Image Compression
Kyle Sargent, Ruiqi Gao, Philipp Henzler et al.
GS-CLIP: Zero-shot 3D Anomaly Detection by Geometry-Aware Prompt and Synergistic View Representation Learning
Zehao Deng, An Liu, Yan Wang
VMD-FACT: A New Video Dataset and MLLM-based method for Detecting Realistic AI-Generated Video Misinformation
Yongkang Zhang, Dongyu She, Baiyu Ji et al.