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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

Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021
Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting AAAI 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency AAAI 2021
Temporal Relational Modeling with Self-Supervision for Action Segmentation AAAI 2021
Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection AAAI 2021
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud AAAI 2021
TabNet: Attentive Interpretable Tabular Learning AAAI 2021
Curious Representation Learning for Embodied Intelligence ICCV 2021
Predicting What You Already Know Helps: Provable Self-Supervised Learning NIPS 2021
BossNAS: Exploring Hybrid CNN-Transformers With Block-Wisely Self-Supervised Neural Architecture Search ICCV 2021
SciConceptMiner: A system for large-scale scientific concept discovery IJCNLP 2021
UniDoc: Unified Pretraining Framework for Document Understanding NIPS 2021
Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning NIPS 2021
Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss NIPS 2021
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations NIPS 2021
MarioNette: Self-Supervised Sprite Learning NIPS 2021
NTopo: Mesh-free Topology Optimization using Implicit Neural Representations NIPS 2021
Object-aware Contrastive Learning for Debiased Scene Representation NIPS 2021
Self-Supervised Multi-Object Tracking with Cross-input Consistency NIPS 2021
Adversarially Robust 3D Point Cloud Recognition Using Self-Supervisions NIPS 2021
DualNet: Continual Learning, Fast and Slow NIPS 2021
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations NIPS 2021
Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation ICCV 2021
Motif-based Graph Self-Supervised Learning for Molecular Property Prediction NIPS 2021
Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning ICCV 2021