Cover Image

GenURL: A General Framework for Unsupervised Representation Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Siyuan, Liu, Zicheng, Zang, Zelin, Wu, Di, Chen, Zhiyuan, Li, Stan Z.
Format:	Preprint
Published:	2021
Subjects:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Masked Modeling for Self-supervised Representation Learning on Vision and Beyond
by: Li, Siyuan, et al.
Published: (2023)

MogaNet: Multi-order Gated Aggregation Network
by: Li, Siyuan, et al.
Published: (2022)

OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning
by: Li, Siyuan, et al.
Published: (2022)

MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization
by: Li, Siyuan, et al.
Published: (2025)

Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning
by: Li, Siyuan, et al.
Published: (2024)

Revisiting Cross-Attention Mechanisms: Leveraging Beneficial Noise for Domain-Adaptive Learning
by: Zang, Zelin, et al.
Published: (2026)

DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation
by: Zang, Zelin, et al.
Published: (2023)

A Survey on Mixup Augmentations and Beyond
by: Jin, Xin, et al.
Published: (2024)

Set-CLIP: Exploring Aligned Semantic From Low-Alignment Multimodal Data Through A Distribution View
by: Song, Zijia, et al.
Published: (2024)

Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition
by: Lin, Lilang, et al.
Published: (2024)

Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation
by: Liu, Ting, et al.
Published: (2025)

GenDDS: Generating Diverse Driving Video Scenarios with Prompt-to-Video Generative Model
by: Fu, Yongjie, et al.
Published: (2024)

Saliency-Guided Representation with Consistency Policy Learning for Visual Unsupervised Reinforcement Learning
by: Sun, Jingbo, et al.
Published: (2026)

Pretrained Reversible Generation as Unsupervised Visual Representation Learning
by: Xue, Rongkun, et al.
Published: (2024)

Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos
by: Xiao, C., et al.
Published: (2024)

USTEP: Spatio-Temporal Predictive Learning under A Unified View
by: Tan, Cheng, et al.
Published: (2023)

Cluster Contrast for Unsupervised Visual Representation Learning
by: Giakoumoglou, Nikolaos, et al.
Published: (2025)

PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation
by: Duan, ChenRui, et al.
Published: (2024)

Multiple Object Stitching for Unsupervised Representation Learning
by: Shen, Chengchao, et al.
Published: (2025)

RealGen: Photorealistic Text-to-Image Generation via Detector-Guided Rewards
by: Ye, Junyan, et al.
Published: (2025)

CLIC: Contrastive Learning Framework for Unsupervised Image Complexity Representation
by: Liu, Shipeng, et al.
Published: (2024)

ProductWebGen: Benchmarking Multimodal Product Webpage Generation
by: Liu, Zhihong, et al.
Published: (2026)

OmniGen: Unified Image Generation
by: Xiao, Shitao, et al.
Published: (2024)

GenOpticalFlow: A Generative Approach to Unsupervised Optical Flow Learning
by: Luo, Yixuan, et al.
Published: (2026)

GrabDAE: An Innovative Framework for Unsupervised Domain Adaptation Utilizing Grab-Mask and Denoise Auto-Encoder
by: Chen, Junzhou, et al.
Published: (2024)

Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition
by: Yeh, Chun-Hsiao, et al.
Published: (2024)

Anatomy-R1: Enhancing Anatomy Reasoning in Multimodal Large Language Models via Anatomical Similarity Curriculum and Group Diversity Augmentation
by: Song, Ziyang, et al.
Published: (2025)

GenAI Arena: An Open Evaluation Platform for Generative Models
by: Jiang, Dongfu, et al.
Published: (2024)

GenView++: Unifying Adaptive Generative Augmentation and Quality-Driven Supervision for Contrastive Representation Learning
by: Li, Xiaojie, et al.
Published: (2025)

PCaM: A Progressive Focus Attention-Based Information Fusion Method for Improving Vision Transformer Domain Adaptation
by: Zang, Zelin, et al.
Published: (2025)

Equipping Sketch Patches with Context-Aware Positional Encoding for Graphic Sketch Representation
by: Zang, Sicong, et al.
Published: (2024)

GenFusion: Closing the Loop between Reconstruction and Generation via Videos
by: Wu, Sibo, et al.
Published: (2025)

DriveGenVLM: Real-world Video Generation for Vision Language Model based Autonomous Driving
by: Fu, Yongjie, et al.
Published: (2024)

EgoGen: An Egocentric Synthetic Data Generator
by: Li, Gen, et al.
Published: (2024)

UAD: Unsupervised Affordance Distillation for Generalization in Robotic Manipulation
by: Tang, Yihe, et al.
Published: (2025)

Unsupervised Learning of Disentangled Representations from Video
by: Denton, Remi, et al.
Published: (2017)

DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing
by: Wang, Dianyi, et al.
Published: (2026)

Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement
by: Li, Bing, et al.
Published: (2022)

LetsMap: Unsupervised Representation Learning for Semantic BEV Mapping
by: Gosala, Nikhil, et al.
Published: (2024)

GameGen-X: Interactive Open-world Game Video Generation
by: Che, Haoxuan, et al.
Published: (2024)