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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Self-Supervised Test-Time Adaptation on Video Data WACV 2022
Self-Supervised Learning of Domain Invariant Features for Depth Estimation WACV 2022
Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022
Self-Supervised Shape Alignment for Sports Field Registration WACV 2022
Learning Temporal Video Procedure Segmentation From an Automatically Collected Large Dataset WACV 2022
How and What To Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition WACV 2022
MaskSplit: Self-Supervised Meta-Learning for Few-Shot Semantic Segmentation WACV 2022
Improving Fractal Pre-Training WACV 2022
Self-Supervised Video Representation Learning With Cross-Stream Prototypical Contrasting WACV 2022
Learning One Representation to Optimize All Rewards NIPS 2021
UniDoc: Unified Pretraining Framework for Document Understanding NIPS 2021
From Canonical Correlation Analysis to Self-supervised Graph Neural Networks NIPS 2021
Non-local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation NIPS 2021
Predicting What You Already Know Helps: Provable Self-Supervised Learning NIPS 2021
On the Importance of Gradients for Detecting Distributional Shifts in the Wild NIPS 2021
Do Different Tracking Tasks Require Different Appearance Models? NIPS 2021
Noise2Score: Tweedie’s Approach to Self-Supervised Image Denoising without Clean Images NIPS 2021
Play to Grade: Testing Coding Games as Classifying Markov Decision Process NIPS 2021
Beltrami Flow and Neural Diffusion on Graphs NIPS 2021
KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network NIPS 2021
There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning NIPS 2021
Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL NIPS 2021
ReSSL: Relational Self-Supervised Learning with Weak Augmentation NIPS 2021
Learning to See by Looking at Noise NIPS 2021
Test-Time Personalization with a Transformer for Human Pose Estimation NIPS 2021