self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement AAAI 2023

Self-Supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences AAAI 2023

Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction AAAI 2023

Self-Supervised Visuo-Tactile Pretraining to Locate and Follow Garment Features RSS 2023

Modeling the Relative Visual Tempo for Self-supervised Skeleton-based Action Recognition ICCV 2023

Object-Centric Multiple Object Tracking ICCV 2023

Lost and Found: How Self-Supervised Learning Helps GPS Coordinates Find Their Way ACML 2023

Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations ICCV 2023

Contrastive Learning Relies More on Spatial Inductive Bias Than Supervised Learning: An Empirical Study ICCV 2023

Semantify: Simplifying the Control of 3D Morphable Models Using CLIP ICCV 2023

Pixel-Wise Contrastive Distillation ICCV 2023

Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning AAAI 2023

Crafting Monocular Cues and Velocity Guidance for Self-Supervised Multi-Frame Depth Learning AAAI 2023

Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation AAAI 2023

Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations AAAI 2023

PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023

Few-Shot Composition Learning for Image Retrieval with Prompt Tuning AAAI 2023

Generalized Cell Type Annotation and Discovery for Single-Cell RNA-Seq Data AAAI 2023

Semantic-Enhanced Image Clustering AAAI 2023

Contrastive Learning with the Feature Reconstruction Amplifier AAAI 2023

Audio-Visual Contrastive Learning with Temporal Self-Supervision AAAI 2023

Multi-View Domain Adaptive Object Detection on Camera Networks AAAI 2023

THMA: Tencent HD Map AI System for Creating HD Map Annotations AAAI 2023

Disentangling the Benefits of Self-Supervised Learning to Deployment-Driven Downstream Tasks of Satellite Images (Student Abstract) AAAI 2023

L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning ICCV 2023