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self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Uncovering the Structural Fairness in Graph Contrastive Learning NIPS 2022
MOVE: Unsupervised Movable Object Segmentation and Detection NIPS 2022
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech NIPS 2022
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints NIPS 2022
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning NIPS 2022
Mesh-based Dynamics with Occlusion Reasoning for Cloth Manipulation RSS 2022
Hierarchically Decoupled Spatial-Temporal Contrast for Self-Supervised Video Representation Learning WACV 2022
Masking Modalities for Cross-Modal Video Retrieval WACV 2022
Preventing sensitive-word recognition using self-supervised learning to preserve user-privacy for automatic speech recognition INTERSPEECH 2022
Self-Supervised Learning with Multi-Target Contrastive Coding for Non-Native Acoustic Modeling of Mispronunciation Verification INTERSPEECH 2022
SelfRemaster: Self-Supervised Speech Restoration with Analysis-by-Synthesis Approach Using Channel Modeling INTERSPEECH 2022
The ZevoMOS entry to VoiceMOS Challenge 2022 INTERSPEECH 2022
Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR INTERSPEECH 2022
Membership Inference Attacks Against Self-supervised Speech Models INTERSPEECH 2022
Improved Modulation-Domain Loss for Neural-Network-based Speech Enhancement INTERSPEECH 2022
How to Find Strong Summary Coherence Measures? A Toolbox and a Comparative Study for Summary Coherence Measure Evaluation COLING 2022
CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning NAACL 2022
Self-supervised Product Title Rewrite for Product Listing Ads NAACL 2022
Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilots NAACL 2022
Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription NAACL 2022
Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis AACL 2022
An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks INTERSPEECH 2022
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning INTERSPEECH 2022
Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping CORL 2022
Identifying Coarse-grained Independent Causal Mechanisms with Self-supervision CLEAR 2022