← Learning Types
Deep Learning › Learning Types ›

Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Using cross-model learnings for the Gram Vaani ASR Challenge 2022 INTERSPEECH 2022
Training speaker recognition systems with limited data INTERSPEECH 2022
A Self-Supervised Mixed-Curvature Graph Neural Network AAAI 2022
Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022
CT-SAT: Contextual Transformer for Sequential Audio Tagging INTERSPEECH 2022
Transcoded Video Restoration by Temporal Spatial Auxiliary Network AAAI 2022
Can Semantic Labels Assist Self-Supervised Visual Representation Learning? AAAI 2022
MAESTRO: Matched Speech Text Representations through Modality Matching INTERSPEECH 2022
Self-Supervised Object Localization with Joint Graph Partition AAAI 2022
Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022
Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals AAAI 2022
Self-Supervised Category-Level 6D Object Pose Estimation with Deep Implicit Shape Representation AAAI 2022
Monocular Camera-Based Point-Goal Navigation by Learning Depth Channel and Cross-Modality Pyramid Fusion AAAI 2022
NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights AAAI 2022
Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022
Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning AAAI 2022
Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0 INTERSPEECH 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models INTERSPEECH 2022
Transformer with Memory Replay AAAI 2022
Can Vision Transformers Learn without Natural Images? AAAI 2022
Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images AAAI 2022
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data INTERSPEECH 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022
Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers AAAI 2022