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Self-Supervised Learning

323 directly classified papers

Papers per year

Papers

SAS: Self-Augmentation Strategy for Language Model Pre-training AAAI 2022
Do Trajectories Encode Verb Meaning? NAACL 2022
Locally Distributed Activation Vectors for Guided Feature Attribution COLING 2022
Self-Supervised Equivariant Learning for Oriented Keypoint Detection CVPR 2022
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training NIPS 2022
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization EMNLP 2022
Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis IJCNLP 2022
Addressing Leakage in Self-Supervised Contextualized Code Retrieval COLING 2022
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022
Quantifying Language Variation Acoustically with Few Resources NAACL 2022
Textless Speech-to-Speech Translation on Real Data NAACL 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022
Self-supervised Rewiring of Pre-trained Speech Encoders:Towards Faster Fine-tuning with Less Labels in Speech Processing EMNLP 2022
Lexi: Self-Supervised Learning of the UI Language EMNLP 2022
CILS at TSAR-2022 Shared Task: Investigating the Applicability of Lexical Substitution Methods for Lexical Simplification EMNLP 2022
Learning Adaptive Warping for Real-World Rolling Shutter Correction CVPR 2022
Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data CVPR 2022
Programmatic Concept Learning for Human Motion Description and Synthesis CVPR 2022
Artistic Style Discovery With Independent Components CVPR 2022
Point Cloud Pre-Training With Natural 3D Structures CVPR 2022
Self-Supervised Transformers for Unsupervised Object Discovery Using Normalized Cut CVPR 2022
SimMIM: A Simple Framework for Masked Image Modeling CVPR 2022
Point-BERT: Pre-Training 3D Point Cloud Transformers With Masked Point Modeling CVPR 2022
Domain Adaptation on Point Clouds via Geometry-Aware Implicits CVPR 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022