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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

Dataset Inference for Self-Supervised Models NIPS 2022
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems NIPS 2022
ATD: Augmenting CP Tensor Decomposition by Self Supervision NIPS 2022
Self-Supervised Learning with an Information Maximization Criterion NIPS 2022
Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative NIPS 2022
S3GC: Scalable Self-Supervised Graph Clustering NIPS 2022
Sparse Winning Tickets are Data-Efficient Image Recognizers NIPS 2022
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time NIPS 2022
Task-Agnostic Graph Explanations NIPS 2022
Graph Self-supervised Learning with Accurate Discrepancy Learning NIPS 2022
HierSpeech: Bridging the Gap between Text and Speech by Hierarchical Variational Inference using Self-supervised Representations for Speech Synthesis NIPS 2022
$\alpha$-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay NIPS 2022
Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis AACL 2022
Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions NIPS 2022
Mask-based Latent Reconstruction for Reinforcement Learning NIPS 2022
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? NIPS 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
MBW: Multi-view Bootstrapping in the Wild NIPS 2022
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency NIPS 2022
LASSIE: Learning Articulated Shapes from Sparse Image Ensemble via 3D Part Discovery NIPS 2022
DaDA: Distortion-aware Domain Adaptation for Unsupervised Semantic Segmentation NIPS 2022
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving NIPS 2022
Active Learning Through a Covering Lens NIPS 2022
Learning State-Aware Visual Representations from Audible Interactions NIPS 2022