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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

emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation ACL 2024
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
Ponder: Point Cloud Pre-training via Neural Rendering ICCV 2023
Iterative Denoiser and Noise Estimator for Self-Supervised Image Denoising ICCV 2023
Noise2Info: Noisy Image to Information of Noise for Self-Supervised Image Denoising ICCV 2023
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? ICCV 2023
On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning INTERSPEECH 2023
Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss INTERSPEECH 2023
Phonetic and Prosody-aware Self-supervised Learning Approach for Non-native Fluency Scoring INTERSPEECH 2023
Addressing Cold Start Problem for End-to-end Automatic Speech Scoring INTERSPEECH 2023
NoisyTwins: Class-Consistent and Diverse Image Generation Through StyleGANs CVPR 2023
Exploring Structured Semantic Prior for Multi Label Recognition With Incomplete Labels CVPR 2023
MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023
LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising CVPR 2023
RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting INTERSPEECH 2023
Can Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers? INTERSPEECH 2023
Masked Modeling Duo for Speech: Specializing General-Purpose Audio Representation to Speech using Denoising Distillation INTERSPEECH 2023
On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation INTERSPEECH 2023
Self-supervised Object-Centric Learning for Videos NIPS 2023
Representation Learning via Consistent Assignment of Views over Random Partitions NIPS 2023
Better Correlation and Robustness: A Distribution-Balanced Self-Supervised Learning Framework for Automatic Dialogue Evaluation NIPS 2023
Group Robust Classification Without Any Group Information NIPS 2023
Reverse Engineering Self-Supervised Learning NIPS 2023
Implicit variance regularization in non-contrastive SSL NIPS 2023
PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection CVPR 2023