self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes NIPS 2024

DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control NIPS 2024

Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation CVPR 2024

SPU-PMD: Self-Supervised Point Cloud Upsampling via Progressive Mesh Deformation CVPR 2024

Unsupervised Universal Image Segmentation CVPR 2024

Fast Adaptation for Human Pose Estimation via Meta-Optimization CVPR 2024

BigGait: Learning Gait Representation You Want by Large Vision Models CVPR 2024

Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training CVPR 2024

GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding CVPR 2024

UnO: Unsupervised Occupancy Fields for Perception and Forecasting CVPR 2024

CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers CVPR 2024

PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos CVPR 2024

Learning SO(3)-Invariant Semantic Correspondence via Local Shape Transform CVPR 2024

Understanding Video Transformers via Universal Concept Discovery CVPR 2024

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NIPS 2024

Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization NIPS 2024

SpeechAlign: Aligning Speech Generation to Human Preferences NIPS 2024

Exploring Molecular Pretraining Model at Scale NIPS 2024

Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation NIPS 2024

Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses NIPS 2024

Self-Supervised Denoising Transformer With Gaussian Process WACV 2024

Multilingual Self-supervised Visually Grounded Speech Models COLING 2024

From Babble to Words: Pre-Training Language Models on Continuous Streams of Phonemes CONLL 2024

Uncovering the Redundancy in Graph Self-supervised Learning Models NIPS 2024

Moving Off-the-Grid: Scene-Grounded Video Representations NIPS 2024