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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning CVPR 2023
Learning To Dub Movies via Hierarchical Prosody Models CVPR 2023
Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning CVPR 2023
Self-Supervised 3D Scene Flow Estimation Guided by Superpoints CVPR 2023
Unsupervised Object Localization: Observing the Background To Discover Objects CVPR 2023
Mask3D: Pre-Training 2D Vision Transformers by Learning Masked 3D Priors CVPR 2023
TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation CVPR 2023
SE-ORNet: Self-Ensembling Orientation-Aware Network for Unsupervised Point Cloud Shape Correspondence CVPR 2023
Flow Supervision for Deformable NeRF CVPR 2023
Improving Visual Representation Learning Through Perceptual Understanding CVPR 2023
Learning Bottleneck Concepts in Image Classification CVPR 2023
Learning 3D Representations From 2D Pre-Trained Models via Image-to-Point Masked Autoencoders CVPR 2023
SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images CVPR 2023
Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces AAAI 2023
SMOC-Net: Leveraging Camera Pose for Self-Supervised Monocular Object Pose Estimation CVPR 2023
ConvNeXt V2: Co-Designing and Scaling ConvNets With Masked Autoencoders CVPR 2023
SelfME: Self-Supervised Motion Learning for Micro-Expression Recognition CVPR 2023
CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets AAAI 2023
Fast Sampling of Diffusion Models via Operator Learning ICML 2023
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation CVPR 2023
Patch-level Contrastive Learning via Positional Query for Visual Pre-training ICML 2023
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction ICML 2023
DeltaScore: Fine-Grained Story Evaluation with Perturbations EMNLP 2023
SE(3) diffusion model with application to protein backbone generation ICML 2023
A Study on Transformer Configuration and Training Objective ICML 2023