Papers
Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models
Chengsheng Zhang, Chenghao Sun, Xinyan Jiang et al.
Learning by Analogy: A Causal Framework for Compositional Generalization
Lingjing Kong, Shaoan Xie, Yang Jiao et al.
The Invisible Gorilla Effect in Out-of-distribution Detection
Harry Anthony, Ziyun Liang, Hermione Warr et al.
FastLightGen: Fast and Light Video Generation with Fewer Steps and Parameters
Shitong Shao, Yufei Gu, Zeke Xie
SD-FSMIS: Adapting Stable Diffusion for Few-Shot Medical Image Segmentation
Meihua Li, Yang Zhang, Weizhao He et al.
Efficient Weighted Sampling via Score-based Generative Models
Heasung Kim, Taekyun Lee, Hyeji Kim et al.
Cross-View Distillation and Adaptive Masking for Incomplete Multi-View Multi-Label Classification
Yadong Liu, Qiaoqi Li, Yueying Wang et al.
Target-Aware Invertible Encoder with Reconstruction Guidance for Infrared Small Target Detection
Shule Yan, Zetian Zhang, Xiao Ma et al.
GRPO-Guard: Mitigating Implicit Over-Optimization in Flow Matching via Regulated Clipping
Jing Wang, Jiajun Liang, Jie Liu et al.
Beyond Missing Modalities: Hypergraph Conditioned Diffusion for Uncertainty-Aware Multimodal Emotion Recognition
Xihang Qiu, Yuhao Fang, Qing Zhou et al.
Multi-modal Frequency Decomposition Network for Semantic Scene Completion
Die Zuo, Lubo Wang, Ruonan Liu et al.
Voxify3D: Pixel Art Meets Volumetric Rendering
Yi-Chuan Huang, Jiewen Chan, Hao-Jen Chien et al.
SpatialDiff: 3D-Aware Object Movement via Implicit Spatial Modeling
Zheng Liu, Zijian He, Huiguo He et al.
One Token, Two Fates: A Unified Framework via Vision Token Manipulation Against MLLMs Hallucination
Zhan Fa, Yue Duan, Jian Zhang et al.
Teaching DINOv3 About Partial 3D Geometry: A Self-Supervised Geometry-Aware Approach
Viktoria Ehm, Dongliang Cao, Riccardo Marin et al.
P-Flow: Prompting Visual Effects Generation
Rui Zhao, Mike Zheng Shou
Structural Graph Probing of Vision-Language Models
Haoyu He, Yue Zhuo, Yu Zheng et al.
ArchSym: Detecting 3D-Grounded Architectural Symmetries in the Wild
Hanyu Chen, Ruojin Cai, Steve Marschner et al.
SketchVL: Policy Optimization via Fine-Grained Credit Assignment for Chart Understanding and More
Muye Huang, Lingling Zhang, Yifei Li et al.
Cycle-Consistent Tuning for Layered Image Decomposition
Zheng Gu, Min Lu, Zhida Sun et al.
VideoChat-M1: Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement Learning
Boyu Chen, Zikang Wang, Zhengrong Yue et al.
Spectral Conformal Risk Control: Distribution-Free Tail Guarantees via Bayesian Quadrature
Mohammad Mahdi Kazemi Esfeh, Qi Yan, Yongxing Zhang et al.
Beyond Rule-Based Agents: Active Markov Games for Realistic Multi-Agent Interaction in Autonomous Driving
Yuan Gui, Hongchen Luo, Jiao Wang et al.
Locate-then-Sparsify: Attribution Guided Sparse Strategy for Visual Hallucination Mitigation
Tiantian Dang, Chao Bi, Shufan Shen et al.
StableMTL: Repurposing Latent Diffusion Models for Multi-Task Learning from Partially Annotated Synthetic Datasets
Anh-Quan Cao, Ivan Lopes, Raoul de Charette