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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

DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control NIPS 2024
Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses NIPS 2024
Learning Formal Mathematics From Intrinsic Motivation NIPS 2024
SelfCodeAlign: Self-Alignment for Code Generation NIPS 2024
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NIPS 2024
Phased Consistency Models NIPS 2024
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NIPS 2024
Let There Be Sound: Reconstructing High Quality Speech from Silent Videos AAAI 2024
SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation AAAI 2024
VLM2Scene: Self-Supervised Image-Text-LiDAR Learning with Foundation Models for Autonomous Driving Scene Understanding AAAI 2024
GAMC: An Unsupervised Method for Fake News Detection Using Graph Autoencoder with Masking AAAI 2024
ICAR: Image-Based Complementary Auto Reasoning AAAI 2024
NeRF-VPT: Learning Novel View Representations with Neural Radiance Fields via View Prompt Tuning AAAI 2024
Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning AAAI 2024
AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization AAAI 2024
S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment AAAI 2024
Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum AAAI 2024
Pharmacokinetics-Informed Neural Network for Predicting Opioid Administration Moments with Wearable Sensors AAAI 2024
CARE: A Clue-guided Assistant for CSRs to Read User Manuals ACL 2024
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings ACL 2024
Order-Agnostic Data Augmentation for Few-Shot Named Entity Recognition ACL 2024
Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer ACL 2024
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities ACL 2024
Learned Representation-Guided Diffusion Models for Large-Image Generation CVPR 2024