self-supervised learning

Sparse Object-Level Supervision for Instance Segmentation With Pixel Embeddings CVPR 2022 Sparse Winning Tickets are Data-Efficient Image Recognizers NeurIPS 2022 Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation AAAI 2022 Speaker- and Phone-aware Convolutional Transformer Network for Acoustic Echo Cancellation Interspeech 2022 Speech Driven Tongue Animation CVPR 2022 Speech Pre-training with Acoustic Piece Interspeech 2022 Speech Quality Assessment through MOS using Non-Matching References Interspeech 2022 Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning Interspeech 2022 SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training ICLR 2022 SPLICEOUT: A Simple and Efficient Audio Augmentation Method Interspeech 2022 Splicing ViT Features for Semantic Appearance Transfer CVPR 2022 SSAST: Self-Supervised Audio Spectrogram Transformer AAAI 2022 SSCAP: Self-Supervised Co-Occurrence Action Parsing for Unsupervised Temporal Action Segmentation WACV 2022 SSL-Lanes: Self-Supervised Learning for Motion Forecasting in Autonomous Driving CoRL 2022 Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022 SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022 Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm ICLR 2022 Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training Interspeech 2022 Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning AAAI 2022 SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation CoRL 2022 SVTS: Scalable Video-to-Speech Synthesis Interspeech 2022 Tandem Multitask Training of Speaker Diarisation and Speech Recognition for Meeting Transcription Interspeech 2022 Task-Agnostic Graph Explanations NeurIPS 2022 Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022 Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022