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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes CVPR 2022
Blind2Unblind: Self-Supervised Image Denoising With Visible Blind Spots CVPR 2022
CAPRI-Net: Learning Compact CAD Shapes With Adaptive Primitive Assembly CVPR 2022
Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models COLING 2022
Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022
Analyzing the Limits of Self-Supervision in Handling Bias in Language EMNLP 2022
Time-aware Prompting for Text Generation EMNLP 2022
Temporal Word Meaning Disambiguation using TimeLMs EMNLP 2022
What do Large Language Models Learn beyond Language? EMNLP 2022
Lexi: Self-Supervised Learning of the UI Language EMNLP 2022
Data-efficient end-to-end Information Extraction for Statistical Legal Analysis EMNLP 2022
Investigating the Benefits of Free-Form Rationales EMNLP 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022
Controllable Fake Document Infilling for Cyber Deception EMNLP 2022
OLALA: Object-Level Active Learning for Efficient Document Layout Annotation EMNLP 2022
Unsupervised Dense Retrieval for Scientific Articles EMNLP 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022
Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards EMNLP 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022
Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes EMNLP 2022
TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method EMNLP 2022