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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

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
Self-Supervised Category-Level 6D Object Pose Estimation with Deep Implicit Shape Representation AAAI 2022
Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning AAAI 2022
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding 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
Can Vision Transformers Learn without Natural Images? AAAI 2022
Interpretable Privacy Preservation of Text Representations Using Vector Steganography 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
Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022
Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract) AAAI 2022
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers AAAI 2022
Speech Pre-training with Acoustic Piece INTERSPEECH 2022
Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022
Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity AAAI 2022
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations AAAI 2022
Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking AAAI 2022
Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training INTERSPEECH 2022
Streamable Speech Representation Disentanglement and Multi-Level Prosody Modeling for Live One-Shot Voice Conversion INTERSPEECH 2022
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization NAACL 2022
Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection AAAI 2022
Neighborhood-Adaptive Structure Augmented Metric Learning AAAI 2022