Self-Supervised Learning

Align before Fuse: Vision and Language Representation Learning with Momentum Distillation NeurIPS 2021 Aligned Contrastive Predictive Coding Interspeech 2021 Aligning Pretraining for Detection via Object-Level Contrastive Learning NeurIPS 2021 Allegro.eu Submission to WMT21 News Translation Task EMNLP 2021 All Tokens Matter: Token Labeling for Training Better Vision Transformers NeurIPS 2021 Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models EACL 2021 Analyzing Curriculum Learning for Sentiment Analysis along Task Difficulty, Pacing and Visualization Axes EACL 2021 Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing Interspeech 2021 An Attention Self-Supervised Contrastive Learning Based Three-Stage Model for Hand Shape Feature Representation in Cued Speech Interspeech 2021 An Attribute-Aligned Strategy for Learning Speech Representation Interspeech 2021 An Empirical Study of Training Self-Supervised Vision Transformers ICCV 2021 An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming ICML 2021 An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation Interspeech 2021 An Improved Wav2Vec 2.0 Pre-Training Approach Using Enhanced Local Dependency Modeling for Speech Recognition Interspeech 2021 An Investigation of Language Model Interpretability via Sentence Editing EMNLP 2021 Anomaly Detection in Video via Self-Supervised and Multi-Task Learning CVPR 2021 A Probabilistic Interpretation of Self-Paced Learning with Applications to Reinforcement Learning JMLR 2021 APS: Active Pretraining with Successor Features ICML 2021 AraBERT and Farasa Segmentation Based Approach For Sarcasm and Sentiment Detection in Arabic Tweets EACL 2021 AraELECTRA: Pre-Training Text Discriminators for Arabic Language Understanding EACL 2021 A Review of Robot Learning for Manipulation: Challenges, Representations, and Algorithms JMLR 2021 ASCNet: Self-Supervised Video Representation Learning With Appearance-Speed Consistency ICCV 2021 A Self-Boosting Framework for Automated Radiographic Report Generation CVPR 2021 A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection AAAI 2021 A Sliding-Window Approach to Automatic Creation of Meeting Minutes NAACL 2021