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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

Multilingual Self-supervised Visually Grounded Speech Models COLING 2024
DEMO: A Statistical Perspective for Efficient Image-Text Matching NAACL 2024
Low-Rank Approximation of Structural Redundancy for Self-Supervised Learning CLEAR 2024
MMM: Multi-Layer Multi-Residual Multi-Stream Discrete Speech Representation from Self-supervised Learning Model INTERSPEECH 2024
Encoding of lexical tone in self-supervised models of spoken language NAACL 2024
Product Description and QA Assisted Self-Supervised Opinion Summarization NAACL 2024
A distributional simplicity bias in the learning dynamics of transformers NIPS 2024
M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data NIPS 2024
PowerPM: Foundation Model for Power Systems NIPS 2024
Label Noise: Ignorance Is Bliss NIPS 2024
Label Delay in Online Continual Learning NIPS 2024
Understanding the Role of Equivariance in Self-supervised Learning NIPS 2024
AutoMix: Automatically Mixing Language Models NIPS 2024
Contrastive-Equivariant Self-Supervised Learning Improves Alignment with Primate Visual Area IT NIPS 2024
Identify Then Recommend: Towards Unsupervised Group Recommendation NIPS 2024
In-Context Symmetries: Self-Supervised Learning through Contextual World Models NIPS 2024
Self-Labeling the Job Shop Scheduling Problem NIPS 2024
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation NIPS 2024
Memorize What Matters: Emergent Scene Decomposition from Multitraverse NIPS 2024
Learning to Edit Visual Programs with Self-Supervision NIPS 2024
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning NIPS 2024
AirSketch: Generative Motion to Sketch NIPS 2024
SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification NIPS 2024
Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs NIPS 2024
Moving Off-the-Grid: Scene-Grounded Video Representations NIPS 2024