Imagen de Portada

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Chen, Xi, Zhu, Mingkang, Liu, Shaoteng, Wu, Xiaoyang, Xu, Xiaogang, Liu, Yu, Bai, Xiang, Zhao, Hengshuang
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

MiCo: Multiple Instance Learning with Context-Aware Clustering for Whole Slide Image Analysis
por: Li, Junjian, et al.
Publicado: (2025)

DiffCamera: Arbitrary Refocusing on Images
por: Wang, Yiyang, et al.
Publicado: (2025)

LogoSticker: Inserting Logos into Diffusion Models for Customized Generation
por: Zhu, Mingkang, et al.
Publicado: (2024)

GDRO: Group-level Reward Post-training Suitable for Diffusion Models
por: Wang, Yiyang, et al.
Publicado: (2026)

Modular Customization of Diffusion Models via Blockwise-Parameterized Low-Rank Adaptation
por: Zhu, Mingkang, et al.
Publicado: (2025)

DiffDoctor: Diagnosing Image Diffusion Models Before Treating
por: Wang, Yiyang, et al.
Publicado: (2025)

OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation
por: Huang, Zhening, et al.
Publicado: (2023)

ViSurf: Visual Supervised-and-Reinforcement Fine-Tuning for Large Vision-and-Language Models
por: Liu, Yuqi, et al.
Publicado: (2025)

Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training
por: Wu, Xiaoyang, et al.
Publicado: (2023)

CoLVR: Enhancing Exploratory Latent Visual Reasoning via Contrastive Optimization
por: Ding, Ziyang, et al.
Publicado: (2026)

FashionComposer: Compositional Fashion Image Generation
por: Ji, Sihui, et al.
Publicado: (2024)

Liquid: Language Models are Scalable and Unified Multi-modal Generators
por: Wu, Junfeng, et al.
Publicado: (2024)

FocalClick-XL: Towards Unified and High-quality Interactive Segmentation
por: Chen, Xi, et al.
Publicado: (2025)

Towards Unified 3D Object Detection via Algorithm and Data Unification
por: Li, Zhuoling, et al.
Publicado: (2024)

GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding
por: Wang, Chengyao, et al.
Publicado: (2024)

Point Transformer V3 Extreme: 1st Place Solution for 2024 Waymo Open Dataset Challenge in Semantic Segmentation
por: Wu, Xiaoyang, et al.
Publicado: (2024)

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs
por: Zhao, Jiahe, et al.
Publicado: (2025)

LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence
por: Li, Zhuoling, et al.
Publicado: (2024)

PlayerOne: Egocentric World Simulator
por: Tu, Yuanpeng, et al.
Publicado: (2025)

VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control
por: Tu, Yuanpeng, et al.
Publicado: (2025)

PhysMaster: Mastering Physical Representation for Video Generation via Reinforcement Learning
por: Ji, Sihui, et al.
Publicado: (2025)

UniLION: Towards Unified Autonomous Driving Model with Linear Group RNNs
por: Liu, Zhe, et al.
Publicado: (2025)

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data
por: Yang, Lihe, et al.
Publicado: (2024)

AnyDoor: Zero-shot Object-level Image Customization
por: Chen, Xi, et al.
Publicado: (2023)

ViLLa: Video Reasoning Segmentation with Large Language Model
por: Zheng, Rongkun, et al.
Publicado: (2024)

MiLDEdit: Reasoning-Based Multi-Layer Design Document Editing
por: Lin, Zihao, et al.
Publicado: (2026)

Seg-VAR: Image Segmentation with Visual Autoregressive Modeling
por: Zheng, Rongkun, et al.
Publicado: (2025)

Depth Anything V2
por: Yang, Lihe, et al.
Publicado: (2024)

Predictive Reasoning with Augmented Anomaly Contrastive Learning for Compositional Visual Relations
por: Li, Chengtai, et al.
Publicado: (2026)

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
por: Lai, Xin, et al.
Publicado: (2025)

CACE-Net: Co-guidance Attention and Contrastive Enhancement for Effective Audio-Visual Event Localization
por: He, Xiang, et al.
Publicado: (2024)

Point Transformer V3: Simpler, Faster, Stronger
por: Wu, Xiaoyang, et al.
Publicado: (2023)

DreamComposer++: Empowering Diffusion Models with Multi-View Conditions for 3D Content Generation
por: Yang, Yunhan, et al.
Publicado: (2025)

VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning
por: Liu, Yuqi, et al.
Publicado: (2025)

LION: Linear Group RNN for 3D Object Detection in Point Clouds
por: Liu, Zhe, et al.
Publicado: (2024)

CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion
por: Liu, Jinyuan, et al.
Publicado: (2022)

VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
por: Qi, Zhangyang, et al.
Publicado: (2025)

TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation
por: Zheng, Rongkun, et al.
Publicado: (2023)

Rolling Sink: Bridging Limited-Horizon Training and Open-Ended Testing in Autoregressive Video Diffusion
por: Li, Haodong, et al.
Publicado: (2026)

OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation
por: Peng, Bohao, et al.
Publicado: (2024)