Self-Supervised Learning

Automatic Prosody Evaluation of L2 English Read Speech in Reference to Accent Dictionary with Transformer Encoder Interspeech 2022 Automatic Speech Recognition and Query By Example for Creole Languages Documentation ACL 2022 Autoregressive Co-Training for Learning Discrete Speech Representation Interspeech 2022 Auxiliary Learning with Joint Task and Data Scheduling ICML 2022 Backdoor Attacks on Self-Supervised Learning CVPR 2022 Bag of Instances Aggregation Boosts Self-supervised Distillation ICLR 2022 Balanced Self-Paced Learning for AUC Maximization AAAI 2022 Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images AAAI 2022 Barlow Twins self-supervised learning for robust speaker recognition Interspeech 2022 BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning CVPR 2022 Bayesian structure learning with generative flow networks UAI 2022 BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question Answering ACL 2022 BEiT: BERT Pre-Training of Image Transformers ICLR 2022 Benchmarking Compositionality with Formal Languages COLING 2022 Better Embedding and More Shots for Few-shot Learning IJCAI 2022 Better Supervisory Signals by Observing Learning Paths ICLR 2022 Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022 Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network IJCAI 2022 Beyond Learning Features: Training a Fully-Functional Classifier with ZERO Instance-Level Labels AAAI 2022 Beyond neural scaling laws: beating power law scaling via data pruning NeurIPS 2022 Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning CVPR 2022 Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation NAACL 2022 Blind2Unblind: Self-Supervised Image Denoising With Visible Blind Spots CVPR 2022 Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022 Boosting Contrastive Self-Supervised Learning With False Negative Cancellation WACV 2022