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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

From Node Interaction To Hop Interaction: New Effective and Scalable Graph Learning Paradigm CVPR 2023
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders CVPR 2023
Self-Supervised Representation Learning for CAD CVPR 2023
Learning To Exploit Temporal Structure for Biomedical Vision-Language Processing CVPR 2023
Difficulty-Based Sampling for Debiased Contrastive Representation Learning CVPR 2023
Learning Decorrelated Representations Efficiently Using Fast Fourier Transform CVPR 2023
Non-Contrastive Learning Meets Language-Image Pre-Training CVPR 2023
Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training NIPS 2023
Greatness in Simplicity: Unified Self-Cycle Consistency for Parser-Free Virtual Try-On NIPS 2023
Improving Self-supervised Molecular Representation Learning using Persistent Homology NIPS 2023
Learning Better Masking for Better Language Model Pre-training ACL 2023
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy NIPS 2023
Dialect Speech Recognition Modeling using Corpus of Japanese Dialects and Self-Supervised Learning-based Model XLSR INTERSPEECH 2023
Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition EMNLP 2023
Self-FiLM: Conditioning GANs with self-supervised representations for bandwidth extension based speaker recognition INTERSPEECH 2023
Self-supervised learning with Diffusion-based multichannel speech enhancement for speaker verification under noisy conditions INTERSPEECH 2023
SALTTS: Leveraging Self-Supervised Speech Representations for improved Text-to-Speech Synthesis INTERSPEECH 2023
DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery EMNLP 2023
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training NIPS 2023
Self-Supervised Solution to the Control Problem of Articulatory Synthesis INTERSPEECH 2023
Two-stage Finetuning of Wav2vec 2.0 for Speech Emotion Recognition with ASR and Gender Pretraining INTERSPEECH 2023
High-Quality Automatic Voice Over with Accurate Alignment: Supervision through Self-Supervised Discrete Speech Units INTERSPEECH 2023
Implicit Contrastive Representation Learning with Guided Stop-gradient NIPS 2023
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target INTERSPEECH 2023
Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation INTERSPEECH 2023