self-supervised learning

A theoretical study of inductive biases in contrastive learning ICLR 2023 Attention-Conditioned Augmentations for Self-Supervised Anomaly Detection and Localization AAAI 2023 Attribute and Structure Preserving Graph Contrastive Learning AAAI 2023 AudioViewer: Learning To Visualize Sounds WACV 2023 Audio-Visual Contrastive Learning with Temporal Self-Supervision AAAI 2023 Audiovisual Masked Autoencoders ICCV 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 A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions Interspeech 2023 Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? ICLR 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 Autonomous Robotic Reinforcement Learning with Asynchronous Human Feedback CoRL 2023 AutoRecon: Automated 3D Object Discovery and Reconstruction CVPR 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 Barlow Graph Auto-Encoder for Unsupervised Network Embedding AISTATS 2023 BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning ACML 2023 BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis NeurIPS 2023 Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks NeurIPS 2023 BEATs: Audio Pre-Training with Acoustic Tokenizers ICML 2023 Behind the Scenes: Density Fields for Single View Reconstruction CVPR 2023 Benchmarking Self-Supervised Learning on Diverse Pathology Datasets CVPR 2023