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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

Low Resource German ASR with Untranscribed Data Spoken by Non-Native Children — INTERSPEECH 2021 Shared Task SPAPL System INTERSPEECH 2021
Aligned Contrastive Predictive Coding INTERSPEECH 2021
CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction IJCAI 2021
Self-Supervised Dialogue Learning for Spoken Conversational Question Answering INTERSPEECH 2021
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing INTERSPEECH 2021
Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021
Space-Time Crop & Attend: Improving Cross-Modal Video Representation Learning ICCV 2021
The Animation Transformer: Visual Correspondence via Segment Matching ICCV 2021
Self Supervision to Distillation for Long-Tailed Visual Recognition ICCV 2021
Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation ICCV 2021
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments ICCV 2021
Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting ICCV 2021
Spoken Term Detection and Relevance Score Estimation Using Dot-Product of Pronunciation Embeddings INTERSPEECH 2021
Self-Supervised Phonotactic Representations for Language Identification INTERSPEECH 2021
Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation INTERSPEECH 2021
Cascaded Multilingual Audio-Visual Learning from Videos INTERSPEECH 2021
Speech SimCLR: Combining Contrastive and Reconstruction Objective for Self-Supervised Speech Representation Learning INTERSPEECH 2021
Segmental Contrastive Predictive Coding for Unsupervised Word Segmentation INTERSPEECH 2021
Equivariant Imaging: Learning Beyond the Range Space ICCV 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training INTERSPEECH 2021
Look Who’s Talking: Active Speaker Detection in the Wild INTERSPEECH 2021
Self-Supervised Attention-Aware Reinforcement Learning AAAI 2021
Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021
A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection AAAI 2021
Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect AAAI 2021