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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

Editable Image Geometric Abstraction via Neural Primitive Assembly ICCV 2023
Name Your Colour For the Task: Artificially Discover Colour Naming via Colour Quantisation Transformer ICCV 2023
Learn TAROT with MENTOR: A Meta-Learned Self-Supervised Approach for Trajectory Prediction ICCV 2023
EMR-MSF: Self-Supervised Recurrent Monocular Scene Flow Exploiting Ego-Motion Rigidity ICCV 2023
Semantic-Aware Implicit Template Learning via Part Deformation Consistency ICCV 2023
Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames ICML 2023
RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank ICML 2023
Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations INTERSPEECH 2023
Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition INTERSPEECH 2023
Attribute and Structure Preserving Graph Contrastive Learning AAAI 2023
Self-Supervised Graph Attention Networks for Deep Weighted Multi-View Clustering AAAI 2023
Memorization Weights for Instance Reweighting in Adversarial Training AAAI 2023
Self-Supervised Joint Dynamic Scene Reconstruction and Optical Flow Estimation for Spiking Camera AAAI 2023
Self-Supervised Learning for Multilevel Skeleton-Based Forgery Detection via Temporal-Causal Consistency of Actions AAAI 2023
Attention-Conditioned Augmentations for Self-Supervised Anomaly Detection and Localization AAAI 2023
Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning AAAI 2023
Don’t Be So Sure! Boosting ASR Decoding via Confidence Relaxation AAAI 2023
Practical Cross-System Shilling Attacks with Limited Access to Data AAAI 2023
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023
The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training AAAI 2023
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
BEST: BERT Pre-training for Sign Language Recognition with Coupling Tokenization AAAI 2023
Self-Supervised Primal-Dual Learning for Constrained Optimization AAAI 2023
Understanding Representation Learnability of Nonlinear Self-Supervised Learning AAAI 2023
SaFER: A Robust and Efficient Framework for Fine-tuning BERT-based Classifier with Noisy Labels ACL 2023