Self-Supervised Learning

Exploring wav2vec 2.0 on Speaker Verification and Language Identification Interspeech 2021 Exploring Word Usage Change with Continuously Evolving Embeddings ACL 2021 Exponential Moving Average Normalization for Self-Supervised and Semi-Supervised Learning CVPR 2021 Expressive Text-to-Speech Using Style Tag Interspeech 2021 FaceController: Controllable Attribute Editing for Face in the Wild AAAI 2021 Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks AAAI 2021 Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification CVPR 2021 FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation ICCV 2021 Fast Abductive Learning by Similarity-based Consistency Optimization NeurIPS 2021 FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition NeurIPS 2021 Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders EMNLP 2021 FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting AAAI 2021 Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment ICCV 2021 FESTA: Flow Estimation via Spatial-Temporal Attention for Scene Point Clouds CVPR 2021 Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images IJCAI 2021 Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech EMNLP 2021 Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization EMNLP 2021 Fine-grained Entity Typing without Knowledge Base EMNLP 2021 Fine-Grained Foreground Retrieval via Teacher-Student Learning WACV 2021 Fine-grained Post-training for Improving Retrieval-based Dialogue Systems NAACL 2021 Fine-Grained Semantics-Aware Representation Enhancement for Self-Supervised Monocular Depth Estimation ICCV 2021 Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers EMNLP 2021 Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach NAACL 2021 FlingBot: The Unreasonable Effectiveness of Dynamic Manipulation for Cloth Unfolding CoRL 2021 FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation CVPR 2021