Self-Supervised Learning

AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations From Self-Trained Negative Adversaries CVPR 2021 Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation AAAI 2021 A Global Occlusion-Aware Approach to Self-Supervised Monocular Visual Odometry AAAI 2021 A Graph-Based Neural Model for End-to-End Frame Semantic Parsing EMNLP 2021 A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning CVPR 2021 An Attention Self-Supervised Contrastive Learning Based Three-Stage Model for Hand Shape Feature Representation in Cued Speech Interspeech 2021 An Empirical Study of Training Self-Supervised Vision Transformers ICCV 2021 An Improved Wav2Vec 2.0 Pre-Training Approach Using Enhanced Local Dependency Modeling for Speech Recognition Interspeech 2021 An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information AAAI 2021 A Study on Fine-Tuning wav2vec2.0 Model for the Task of Mispronunciation Detection and Diagnosis Interspeech 2021 ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation CVPR 2021 Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021 A unified approach to sentence segmentation of punctuated text in many languages ACL 2021 A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention ICML 2021 Author Homepage Discovery in CiteSeerX AAAI 2021 Automatic Fact-Checking with Document-level Annotations using BERT and Multiple Instance Learning EMNLP 2021 Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy CVPR 2021 Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021 Backtranslation in Neural Morphological Inflection EMNLP 2021 Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021 BARTScore: Evaluating Generated Text as Text Generation NeurIPS 2021 Benchmarking Representation Learning for Natural World Image Collections CVPR 2021 Beyond Static Features for Temporally Consistent 3D Human Pose and Shape From a Video CVPR 2021 Bootstrapped Unsupervised Sentence Representation Learning ACL 2021 Boundary-Sensitive Pre-Training for Temporal Localization in Videos ICCV 2021