Self-Supervised Learning

Solving Inverse Physics Problems with Score Matching NeurIPS 2023 SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series ICML 2023 Some Voices are Too Common: Building Fair Speech Recognition Systems Using the CommonVoice Dataset Interspeech 2023 SOT: Self-supervised Learning-Assisted Optimal Transport for Unsupervised Adaptive Speech Emotion Recognition Interspeech 2023 Sound Localization from Motion: Jointly Learning Sound Direction and Camera Rotation ICCV 2023 Span-based Named Entity Recognition by Generating and Compressing Information EACL 2023 SparseDet: Improving Sparsely Annotated Object Detection with Pseudo-positive Mining ICCV 2023 SparseMAE: Sparse Training Meets Masked Autoencoders ICCV 2023 Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising CVPR 2023 Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes ICCV 2023 Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation ICML 2023 Spatial-Then-Temporal Self-Supervised Learning for Video Correspondence CVPR 2023 Spatio-Focal Bidirectional Disparity Estimation From a Dual-Pixel Image CVPR 2023 Spatio-Temporal Crop Aggregation for Video Representation Learning ICCV 2023 Spatio-Temporal Pixel-Level Contrastive Learning-Based Source-Free Domain Adaptation for Video Semantic Segmentation CVPR 2023 Spatiotemporal Self-Supervised Learning for Point Clouds in the Wild CVPR 2023 Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction AAAI 2023 Speaker Embeddings as Individuality Proxy for Voice Stress Detection Interspeech 2023 Speaker-independent Speech Inversion for Estimation of Nasalance Interspeech 2023 Speaking Style Conversion in the Waveform Domain Using Discrete Self-Supervised Units EMNLP 2023 Spectral Augmentation for Self-Supervised Learning on Graphs ICLR 2023 SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge? Interspeech 2023 Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? Interspeech 2023 Speech Synthesis with Self-Supervisedly Learnt Prosodic Representations Interspeech 2023 Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity? Interspeech 2023