Cover Image

MVEB: Self-Supervised Learning with Multi-View Entropy Bottleneck

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wen, Liangjian, Wang, Xiasi, Liu, Jianzhuang, Xu, Zenglin
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

InfMasking: Unleashing Synergistic Information by Contrastive Multimodal Interactions
by: Wen, Liangjian, et al.
Published: (2025)

Learning to See the Elephant in the Room: Self-Supervised Context Reasoning in Humans and AI
by: Liu, Xiao, et al.
Published: (2022)

ViewSAM: Learning View-aware Cross-modal Semantics for Weakly Supervised Cross-view Referring Multi-Object Tracking
by: Ge, Jiawei, et al.
Published: (2026)

Self-Supervised Multi-Object Tracking with Path Consistency
by: Lu, Zijia, et al.
Published: (2024)

Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation
by: Lin, Bingqian, et al.
Published: (2023)

Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR
by: Zhang, Yulong, et al.
Published: (2025)

Adaptive Disentangled Representation Learning for Incomplete Multi-View Multi-Label Classification
by: Li, Quanjiang, et al.
Published: (2026)

Sparse BEV Fusion with Self-View Consistency for Multi-View Detection and Tracking
by: Toida, Keisuke, et al.
Published: (2025)

MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding
by: Yu, Hai-Tao, et al.
Published: (2024)

Incomplete Multi-View Multi-Label Classification via Shared Codebook and Fused-Teacher Self-Distillation
by: Yan, Xu, et al.
Published: (2026)

SSL-NBV: A Self-Supervised-Learning-Based Next-Best-View algorithm for Efficient 3D Plant Reconstruction by a Robot
by: Ci, Jianchao, et al.
Published: (2024)

Multi-OCT-SelfNet: Integrating Self-Supervised Learning with Multi-Source Data Fusion for Enhanced Multi-Class Retinal Disease Classification
by: Jannat, Fatema-E-, et al.
Published: (2024)

MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention
by: Wang, Tianyi, et al.
Published: (2025)

Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models
by: Zeng, Zhen, et al.
Published: (2024)

Depth-Consistent 3D Gaussian Splatting via Physical Defocus Modeling and Multi-View Geometric Supervision
by: Deng, Yu, et al.
Published: (2025)

True Self-Supervised Novel View Synthesis is Transferable
by: Mitchel, Thomas W., et al.
Published: (2025)

Self-Supervised Learning for Endoscopic Video Analysis
by: Hirsch, Roy, et al.
Published: (2023)

Entropy Bootstrapping for Weakly Supervised Nuclei Detection
by: Willoughby, James, et al.
Published: (2024)

Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning
by: Liu, Yuhong, et al.
Published: (2025)

Self-Supervised Multi-Frame Neural Scene Flow
by: Liu, Dongrui, et al.
Published: (2024)

Automatized Self-Supervised Learning for Skin Lesion Screening
by: Useini, Vullnet, et al.
Published: (2023)

Self-Supervised Cross-Modal Learning for Image-to-Point Cloud Registration
by: Wang, Xingmei, et al.
Published: (2025)

FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning
by: Wang, Gaojian, et al.
Published: (2024)

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification
by: Wang, Chunjiang, et al.
Published: (2025)

RenderWorld: World Model with Self-Supervised 3D Label
by: Yan, Ziyang, et al.
Published: (2024)

StrLoRA: Towards Streaming Continual Visual Instruction Tuning for MLLMs
by: Che, Chang, et al.
Published: (2026)

Dual-View Alignment Learning with Hierarchical-Prompt for Class-Imbalance Multi-Label Classification
by: Huang, Sheng, et al.
Published: (2025)

A General Adaptive Dual-level Weighting Mechanism for Remote Sensing Pansharpening
by: Huang, Jie, et al.
Published: (2025)

From Local Cues to Global Percepts: Emergent Gestalt Organization in Self-Supervised Vision Models
by: Li, Tianqin, et al.
Published: (2025)

MITracker: Multi-View Integration for Visual Object Tracking
by: Xu, Mengjie, et al.
Published: (2025)

Subspace Clustering on Incomplete Data with Self-Supervised Contrastive Learning
by: Li, Huanran, et al.
Published: (2026)

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning
by: Liu, Yuti, et al.
Published: (2024)

Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-view Geo-Localization
by: Chen, Zhongwei, et al.
Published: (2025)

PolarBEVDet: Exploring Polar Representation for Multi-View 3D Object Detection in Bird's-Eye-View
by: Yu, Zichen, et al.
Published: (2024)

Toddlers' Active Gaze Behavior Supports Self-Supervised Object Learning
by: Yu, Zhengyang, et al.
Published: (2024)

Enhanced Object Tracking by Self-Supervised Auxiliary Depth Estimation Learning
by: Wei, Zhenyu, et al.
Published: (2024)

Self-Supervised Multiple Instance Learning for Acute Myeloid Leukemia Classification
by: Kazeminia, Salome, et al.
Published: (2024)

Solar Panel Segmentation :Self-Supervised Learning Solutions for Imperfect Datasets
by: Sagaram, Sankarshanaa, et al.
Published: (2024)

Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks
by: Kowalczuk, Antoni, et al.
Published: (2024)

Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification
by: Singh, Pranav, et al.
Published: (2023)