self-supervised representation learning

Self-Distilled Self-Supervised Representation Learning WACV 2023 Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss CVPR 2023 SimFIR: A Simple Framework for Fisheye Image Rectification with Self-supervised Representation Learning ICCV 2023 Teacher-Generated Spatial-Attention Labels Boost Robustness and Accuracy of Contrastive Models CVPR 2023 Temporal Consistent 3D LiDAR Representation Learning for Semantic Perception in Autonomous Driving CVPR 2023 Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations ICLR 2023 Comparison of Unsupervised Learning and Supervised Learning with Noisy Labels for Low-Resource Speech Recognition Interspeech 2022 Contextual Acoustic Barge-In Classification for Spoken Dialog Systems Interspeech 2022 Knowledge-Driven Self-Supervised Representation Learning for Facial Action Unit Recognition CVPR 2022 Masked Autoencoders that Listen NeurIPS 2022 Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022 Procedural generalization by planning with self-supervised world models ICLR 2022 Rethinking Minimal Sufficient Representation in Contrastive Learning CVPR 2022 Self-supervised Representation Learning for Speech Processing NAACL 2022 SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization CVPR 2022 When Does Contrastive Visual Representation Learning Work? CVPR 2022 Context Matters: Graph-based Self-supervised Representation Learning for Medical Images AAAI 2021 Improved Mutual Information Estimation AAAI 2021 Learning and Evaluating Representations for Deep One-Class Classification ICLR 2021 Learning by Aligning Videos in Time CVPR 2021 LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech Interspeech 2021 Phonetically Motivated Self-Supervised Speech Representation Learning Interspeech 2021 Representation Learning for Sequence Data with Deep Autoencoding Predictive Components ICLR 2021 Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning. ICCV 2021 Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style NeurIPS 2021