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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples CVPR 2021
Global Transport for Fluid Reconstruction With Learned Self-Supervision CVPR 2021
LRSC: Learning Representations for Subspace Clustering AAAI 2021
Whitening for Self-Supervised Representation Learning ICML 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021
STaR: Self-Supervised Tracking and Reconstruction of Rigid Objects in Motion With Neural Rendering CVPR 2021
Reinforcement Learning with Prototypical Representations ICML 2021
Conjugate Energy-Based Models ICML 2021
Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond AAAI 2021
Robust Representation Learning via Perceptual Similarity Metrics ICML 2021
Decoupling Representation Learning from Reinforcement Learning ICML 2021
MSA Transformer ICML 2021
Simple and Effective VAE Training with Calibrated Decoders ICML 2021
Unsupervised Representation Learning via Neural Activation Coding ICML 2021
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning AAAI 2021
Improved Contrastive Divergence Training of Energy-Based Models ICML 2021
LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints AAAI 2021
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021
MG-BERT: Multi-Graph Augmented BERT for Masked Language Modeling NAACL 2021
IIIT Hyderabad Submission To WAT 2021: Efficient Multilingual NMT systems for Indian languages ACL 2021
BTS: Back TranScription for Speech-to-Text Post-Processor using Text-to-Speech-to-Text ACL 2021
Simple and Effective Stochastic Neural Networks AAAI 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction ACL 2021
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence ACL 2021
Deep Context- and Relation-Aware Learning for Aspect-based Sentiment Analysis ACL 2021