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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Translating Robot Skills: Learning Unsupervised Skill Correspondences Across Robots ICML 2022
Understanding Contrastive Learning Requires Incorporating Inductive Biases ICML 2022
Clozer”:” Adaptable Data Augmentation for Cloze-style Reading Comprehension ACL 2022
MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation AAAI 2022
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling EMNLP 2022
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations EMNLP 2022
Learning From the Source Document: Unsupervised Abstractive Summarization EMNLP 2022
Lexi: Self-Supervised Learning of the UI Language EMNLP 2022
Point-Level Region Contrast for Object Detection Pre-Training CVPR 2022
SUPERB: Speech Processing Universal PERformance Benchmark INTERSPEECH 2021
Self-Supervised Learning of Long-Horizon Manipulation Tasks with Finite-State Task Machines L4DC 2021
Learning Monocular 3D Reconstruction of Articulated Categories From Motion CVPR 2021
SLADE: A Self-Training Framework for Distance Metric Learning CVPR 2021
One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation CVPR 2021
SOLD2: Self-Supervised Occlusion-Aware Line Description and Detection CVPR 2021
From Local Structures to Size Generalization in Graph Neural Networks ICML 2021
Break-It-Fix-It: Unsupervised Learning for Program Repair ICML 2021
Representation Matters: Offline Pretraining for Sequential Decision Making ICML 2021
Self-supervised Graph-level Representation Learning with Local and Global Structure ICML 2021
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning ICML 2021
Whitening for Self-Supervised Representation Learning ICML 2021
Unsupervised Conversation Disentanglement through Co-Training EMNLP 2021
Improved Latent Tree Induction with Distant Supervision via Span Constraints EMNLP 2021
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021