Self-Supervised Learning

Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals Interspeech 2022 Unsupervised Learning for Human Sensing Using Radio Signals WACV 2022 Unsupervised Learning of Accurate Siamese Tracking CVPR 2022 Unsupervised Learning of Equivariant Structure from Sequences NeurIPS 2022 Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning NeurIPS 2022 Unsupervised Pre-Training for Temporal Action Localization Tasks CVPR 2022 Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning CVPR 2022 Unsupervised Semantic Segmentation by Distilling Feature Correspondences ICLR 2022 Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives AAAI 2022 Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations EMNLP 2022 Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion ICML 2022 Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment NeurIPS 2022 Unsupervised Word Segmentation using K Nearest Neighbors Interspeech 2022 UnweaveNet: Unweaving Activity Stories CVPR 2022 Use-Case-Grounded Simulations for Explanation Evaluation NeurIPS 2022 Using natural language and program abstractions to instill human inductive biases in machines NeurIPS 2022 Utilizing Cross-Modal Contrastive Learning to Improve Item Categorization BERT Model ACL 2022 Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset EMNLP 2022 UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022 Interspeech 2022 Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy Interspeech 2022 Variable-rate hierarchical CPC leads to acoustic unit discovery in speech NeurIPS 2022 Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ACL 2022 Variational Predictive Routing with Nested Subjective Timescales ICLR 2022 Versatile Multi-Modal Pre-Training for Human-Centric Perception CVPR 2022 VICRegL: Self-Supervised Learning of Local Visual Features NeurIPS 2022