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Self-Supervised Learning

3,224 papers

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Papers

SSH: A Self-Supervised Framework for Image Harmonization ICCV 2021
Self-Supervised 3D Face Reconstruction via Conditional Estimation ICCV 2021
DivAug: Plug-In Automated Data Augmentation With Explicit Diversity Maximization ICCV 2021
Self-Supervised Monocular Depth Estimation for All Day Images Using Domain Separation ICCV 2021
An Empirical Study of Training Self-Supervised Vision Transformers ICCV 2021
Learning To Hallucinate Examples From Extrinsic and Intrinsic Supervision ICCV 2021
Personalized Trajectory Prediction via Distribution Discrimination ICCV 2021
Deep Hybrid Self-Prior for Full 3D Mesh Generation ICCV 2021
Boundary-Sensitive Pre-Training for Temporal Localization in Videos ICCV 2021
SeLFVi: Self-Supervised Light-Field Video Reconstruction From Stereo Video ICCV 2021
Improved Contrastive Divergence Training of Energy-Based Models ICML 2021
Whitening for Self-Supervised Representation Learning ICML 2021
Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics ICML 2021
Unsupervised Representation Learning via Neural Activation Coding ICML 2021
MSA Transformer ICML 2021
Simple and Effective VAE Training with Calibrated Decoders ICML 2021
Decoupling Representation Learning from Reinforcement Learning ICML 2021
Robust Representation Learning via Perceptual Similarity Metrics ICML 2021
Monte Carlo Variational Auto-Encoders ICML 2021
A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention ICML 2021
Conjugate Energy-Based Models ICML 2021
Reinforcement Learning with Prototypical Representations ICML 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021
Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw IJCAI 2021
Hierarchical Self-supervised Augmented Knowledge Distillation IJCAI 2021