Self-Supervised Learning

A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing ICML 2022 A Benchmark for Compositional Visual Reasoning NeurIPS 2022 Abstract Rule Learning for Paraphrase Generation IJCAI 2022 Accent Conversion using Pre-trained Model and Synthesized Data from Voice Conversion Interspeech 2022 A Closer Look at Embedding Propagation for Manifold Smoothing JMLR 2022 A Closer Look at Few-Shot Out-of-Distribution Intent Detection COLING 2022 Acoustic Modeling for End-to-End Empathetic Dialogue Speech Synthesis Using Linguistic and Prosodic Contexts of Dialogue History Interspeech 2022 Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection Interspeech 2022 Action-Aware Embedding Enhancement for Image-Text Retrieval AAAI 2022 Action-Sufficient State Representation Learning for Control with Structural Constraints ICML 2022 Active Learning Through a Covering Lens NeurIPS 2022 ActiveZero: Mixed Domain Learning for Active Stereovision With Zero Annotation CVPR 2022 AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models NAACL 2022 Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency NeurIPS 2022 Adaptive Long-Short Pattern Transformer for Stock Investment Selection IJCAI 2022 Adaptive Unsupervised Self-training for Disfluency Detection COLING 2022 Addressing Leakage in Self-Supervised Contextualized Code Retrieval COLING 2022 ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition Interspeech 2022 A Differential Entropy Estimator for Training Neural Networks ICML 2022 Adversarial-Free Speaker Identity-Invariant Representation Learning for Automatic Dysarthric Speech Classification Interspeech 2022 Adversarial Masking for Self-Supervised Learning ICML 2022 Affective Retrofitted Word Embeddings AACL 2022 A Framework for Learning Ante-Hoc Explainable Models via Concepts CVPR 2022 AILAB-Udine@SMM4H’22: Limits of Transformers and BERT Ensembles COLING 2022 Align and Prompt: Video-and-Language Pre-Training With Entity Prompts CVPR 2022