self-supervised learning

Aligning Pretraining for Detection via Object-Level Contrastive Learning NeurIPS 2021 Alzheimer Disease Recognition Using Speech-Based Embeddings From Pre-Trained Models Interspeech 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 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 Anomaly Detection in Video via Self-Supervised and Multi-Task Learning CVPR 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 Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning NeurIPS 2021 Attention-based Contrastive Learning for Winograd Schemas EMNLP 2021 Attention over Learned Object Embeddings Enables Complex Visual Reasoning NeurIPS 2021 Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation ICCV 2021 Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021 Augmented Partial Mutual Learning with Frame Masking for Video Captioning AAAI 2021 Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021 A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention ICML 2021 Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning AAAI 2021 AVLnet: Learning Audio-Visual Language Representations from Instructional Videos Interspeech 2021 Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy CVPR 2021 Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021 Benchmarking Representation Learning for Natural World Image Collections CVPR 2021 Big Self-Supervised Models Advance Medical Image Classification ICCV 2021 Boosting Monocular Depth With Panoptic Segmentation Maps WACV 2021