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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

Leveraging Time Irreversibility with Order-Contrastive Pre-training AISTATS 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model INTERSPEECH 2022
Multi-objective Representation Learning for Scientific Document Retrieval COLING 2022
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech AAAI 2022
Sketch3T: Test-Time Training for Zero-Shot SBIR CVPR 2022
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination NIPS 2022
Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning NIPS 2022
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning NIPS 2022
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods NIPS 2022
Optimizing Relevance Maps of Vision Transformers Improves Robustness NIPS 2022
Long-Short Temporal Contrastive Learning of Video Transformers CVPR 2022
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking IJCNLP 2022
Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work IJCNLP 2022
Tandem Multitask Training of Speaker Diarisation and Speech Recognition for Meeting Transcription INTERSPEECH 2022
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning ICML 2022
Direct Speech-to-Speech Translation With Discrete Units ACL 2022
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks CVPR 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation CVPR 2022
RIO: Rotation-Equivariance Supervised Learning of Robust Inertial Odometry CVPR 2022
Domain Adaptation on Point Clouds via Geometry-Aware Implicits CVPR 2022
Imposing Consistency for Optical Flow Estimation CVPR 2022
A Proposal-Based Paradigm for Self-Supervised Sound Source Localization in Videos CVPR 2022
GrainSpace: A Large-Scale Dataset for Fine-Grained and Domain-Adaptive Recognition of Cereal Grains CVPR 2022
Contrastive Learning for Space-Time Correspondence via Self-Cycle Consistency CVPR 2022
CroMo: Cross-Modal Learning for Monocular Depth Estimation CVPR 2022