self-supervised learning

Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion ICML 2022 Unsupervised Word Segmentation using K Nearest Neighbors Interspeech 2022 UnweaveNet: Unweaving Activity Stories CVPR 2022 Utilizing Cross-Modal Contrastive Learning to Improve Item Categorization BERT Model ACL 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 VICRegL: Self-Supervised Learning of Local Visual Features NeurIPS 2022 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning ICLR 2022 VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training NeurIPS 2022 Video-Text Representation Learning via Differentiable Weak Temporal Alignment CVPR 2022 Vision-Language Pretraining: Current Trends and the Future ACL 2022 Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration ACL 2022 Visually Guided Sound Source Separation and Localization Using Self-Supervised Motion Representations WACV 2022 Voice Activity Projection: Self-supervised Learning of Turn-taking Events Interspeech 2022 VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction MIDL 2022 VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature Interspeech 2022 WALT: Watch and Learn 2D Amodal Representation From Time-Lapse Imagery CVPR 2022 wav2vec2-based Speech Rating System for Children with Speech Sound Disorder Interspeech 2022 Wav2Vec-Aug: Improved self-supervised training with limited data Interspeech 2022 Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR Interspeech 2022 When Does Contrastive Visual Representation Learning Work? CVPR 2022 Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? Interspeech 2022 Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective NeurIPS 2022 Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time NeurIPS 2022