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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders AAAI 2021
Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty AAAI 2021
Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning NIPS 2021
Contrastive learning, multi-view redundancy, and linear models ALT 2021
Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk EMNLP 2021
Instance Localization for Self-Supervised Detection Pretraining CVPR 2021
Self-supervised Reinforcement Learning with Independently Controllable Subgoals CORL 2021
Self-Supervised Curriculum Learning for Spelling Error Correction EMNLP 2021
Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks NIPS 2021
Aligned Contrastive Predictive Coding INTERSPEECH 2021
Attention over Learned Object Embeddings Enables Complex Visual Reasoning NIPS 2021
Self-Supervised Video Hashing via Bidirectional Transformers CVPR 2021
SOLD2: Self-Supervised Occlusion-Aware Line Description and Detection CVPR 2021
Omnimatte: Associating Objects and Their Effects in Video CVPR 2021
PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation With Neural Positional Encoding and Distilled Matting Loss CVPR 2021
Contrastive Learning of Global and Local Video Representations NIPS 2021
Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021
Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity NIPS 2021
Learning to Assimilate in Chaotic Dynamical Systems NIPS 2021
Self-Supervised GANs with Label Augmentation NIPS 2021
Unsupervised Cross-Lingual Representation Learning for Speech Recognition INTERSPEECH 2021
A Broad Study on the Transferability of Visual Representations With Contrastive Learning ICCV 2021
Disentangled Contrastive Learning on Graphs NIPS 2021
Graph Adversarial Self-Supervised Learning NIPS 2021
CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021