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Self-Supervised Learning

8,255 papers

Papers per year

Papers

UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data ICML 2021
A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention ICML 2021
Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning ICML 2021
Keyframe-Focused Visual Imitation Learning ICML 2021
Learning de-identified representations of prosody from raw audio ICML 2021
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming ICML 2021
Self-supervised Graph-level Representation Learning with Local and Global Structure ICML 2021
Representation Matters: Offline Pretraining for Sequential Decision Making ICML 2021
Reinforcement Learning with Prototypical Representations ICML 2021
Neighborhood Contrastive Learning Applied to Online Patient Monitoring ICML 2021
From Local Structures to Size Generalization in Graph Neural Networks ICML 2021
Path Planning using Neural A* Search ICML 2021
Autoencoding Under Normalization Constraints ICML 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021
Learning to Rehearse in Long Sequence Memorization ICML 2021
Contrastive Learning Inverts the Data Generating Process ICML 2021
Explaining Self-Supervised Image Representations with Visual Probing IJCAI 2021
Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021
Self-Supervised Video Action Localization with Adversarial Temporal Transforms IJCAI 2021
Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw IJCAI 2021
Medical Image Segmentation using Squeeze-and-Expansion Transformers IJCAI 2021
Direct Measure Matching for Crowd Counting IJCAI 2021
Multi-Level Graph Encoding with Structural-Collaborative Relation Learning for Skeleton-Based Person Re-Identification IJCAI 2021
Hierarchical Self-supervised Augmented Knowledge Distillation IJCAI 2021
Learning Implicit Temporal Alignment for Few-shot Video Classification IJCAI 2021