conftrace_

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

The SSL Interplay: Augmentations, Inductive Bias, and Generalization ICML 2023

Boosting Graph Contrastive Learning via Graph Contrastive Saliency ICML 2023

Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation ICML 2023

Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues ICML 2023

Self-supervised Neural Factor Analysis for Disentangling Utterance-level Speech Representations ICML 2023

Identifying Interpretable Subspaces in Image Representations ICML 2023

Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN ICML 2023

Dink-Net: Neural Clustering on Large Graphs ICML 2023

Learning Instance-Specific Augmentations by Capturing Local Invariances ICML 2023

The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning ICML 2023

DUET: 2D Structured and Approximately Equivariant Representations ICML 2023

Masked Trajectory Models for Prediction, Representation, and Control ICML 2023

Entropy-driven Unsupervised Keypoint Representation Learning in Videos ICML 2023

ContrastMotion: Self-supervised Scene Motion Learning for Large-Scale LiDAR Point Clouds IJCAI 2023

DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency IJCAI 2023

Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning IJCAI 2023

SeRO: Self-Supervised Reinforcement Learning for Recovery from Out-of-Distribution Situations IJCAI 2023

CLE-ViT: Contrastive Learning Encoded Transformer for Ultra-Fine-Grained Visual Categorization IJCAI 2023

Self-Recover: Forecasting Block Maxima in Time Series from Predictors with Disparate Temporal Coverage Using Self-Supervised Learning IJCAI 2023

Regularisation for Efficient Softmax Parameter Generation in Low-Resource Text Classifiers IJCAI 2023

Contrastive Learning for Sign Language Recognition and Translation IJCAI 2023

Learning 3D Photography Videos via Self-supervised Diffusion on Single Images IJCAI 2023

Multi-Label Self-Supervised Learning with Scene Images ICCV 2023

Unilaterally Aggregated Contrastive Learning with Hierarchical Augmentation for Anomaly Detection ICCV 2023

HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning ICCV 2023