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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

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

Contrastive Learning with Adversarial Examples NIPS 2020
On the Uncertainty of Self-Supervised Monocular Depth Estimation CVPR 2020
Self-Supervised Monocular Trained Depth Estimation Using Self-Attention and Discrete Disparity Volume CVPR 2020
VoiceID on the Fly: A Speaker Recognition System that Learns from Scratch INTERSPEECH 2020
Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract) AAAI 2020
Geometry-Driven Self-Supervised Method for 3D Human Pose Estimation AAAI 2020
Self-Supervised Spoofing Audio Detection Scheme INTERSPEECH 2020
3D Packing for Self-Supervised Monocular Depth Estimation CVPR 2020
Object-Oriented Dynamics Learning through Multi-Level Abstraction AAAI 2020
Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks CVPR 2020
Self-Supervised Viewpoint Learning From Image Collections CVPR 2020
SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans CVPR 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments NIPS 2020
VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain NIPS 2020
LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration NIPS 2020
Online Adaptation for Consistent Mesh Reconstruction in the Wild NIPS 2020
Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching NIPS 2020
LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines COLING 2020
Infrared-Visible Cross-Modal Person Re-Identification with an X Modality AAAI 2020
From Image Collections to Point Clouds With Self-Supervised Shape and Pose Networks CVPR 2020
Self-Supervised Human Depth Estimation From Monocular Videos CVPR 2020
Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder CVPR 2020
Your Classifier can Secretly Suffice Multi-Source Domain Adaptation NIPS 2020
Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes AAAI 2020
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising NIPS 2020