Self-Supervised Learning

ATCON: Attention Consistency for Vision Models WACV 2023 A trajectory is worth three sentences: multimodal transformer for offline reinforcement learning UAI 2023 Attention-Conditioned Augmentations for Self-Supervised Anomaly Detection and Localization AAAI 2023 AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking ACL 2023 Attribute and Structure Preserving Graph Contrastive Learning AAAI 2023 Audio-Enhanced Text-to-Video Retrieval using Text-Conditioned Feature Alignment ICCV 2023 AudioGen: Textually Guided Audio Generation ICLR 2023 Audio-Visual Contrastive Learning with Temporal Self-Supervision AAAI 2023 Audiovisual Masked Autoencoders ICCV 2023 AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models NeurIPS 2023 Augmentation-Aware Self-Supervision for Data-Efficient GAN Training NeurIPS 2023 Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps ICLR 2023 Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling ACL 2023 Augmenting Flight Training with AI to Efficiently Train Pilots AAAI 2023 Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health ACL 2023 Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023 Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations Interspeech 2023 Automatic Table Union Search with Tabular Representation Learning ACL 2023 AutoRecon: Automated 3D Object Discovery and Reconstruction CVPR 2023 AV-TranSpeech: Audio-Visual Robust Speech-to-Speech Translation ACL 2023 A Weakly-Supervised Learning Approach to the Identification of “Alternative Lexicalizations” in Shallow Discourse Parsing ACL 2023 BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models Interspeech 2023 Back Translation for Speech-to-text Translation Without Transcripts ACL 2023 Balaur: Language Model Pretraining with Lexical Semantic Relations EMNLP 2023 BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews ACL 2023