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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

Layered Depth Refinement With Mask Guidance CVPR 2022
GanOrCon: Are Generative Models Useful for Few-Shot Segmentation? CVPR 2022
Speech Driven Tongue Animation CVPR 2022
Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning CVPR 2022
Pre-Train, Self-Train, Distill: A Simple Recipe for Supersizing 3D Reconstruction CVPR 2022
UniVIP: A Unified Framework for Self-Supervised Visual Pre-Training CVPR 2022
PUMP: Pyramidal and Uniqueness Matching Priors for Unsupervised Learning of Local Descriptors CVPR 2022
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis CVPR 2022
Delving Deep Into the Generalization of Vision Transformers Under Distribution Shifts CVPR 2022
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection CVPR 2022
Enhancing Face Recognition With Self-Supervised 3D Reconstruction CVPR 2022
Neural Shape Mating: Self-Supervised Object Assembly With Adversarial Shape Priors CVPR 2022
Self-Supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics CVPR 2022
A Study on the Distribution of Social Biases in Self-Supervised Learning Visual Models CVPR 2022
SNUG: Self-Supervised Neural Dynamic Garments CVPR 2022
Learning To Align Sequential Actions in the Wild CVPR 2022
Improved Modulation-Domain Loss for Neural-Network-based Speech Enhancement INTERSPEECH 2022
Accent Conversion using Pre-trained Model and Synthesized Data from Voice Conversion INTERSPEECH 2022
Pushing the limits of raw waveform speaker recognition INTERSPEECH 2022
How to Find Strong Summary Coherence Measures? A Toolbox and a Comparative Study for Summary Coherence Measure Evaluation COLING 2022
A Framework for Learning Ante-Hoc Explainable Models via Concepts CVPR 2022
It's Time for Artistic Correspondence in Music and Video CVPR 2022
Blind2Unblind: Self-Supervised Image Denoising With Visible Blind Spots CVPR 2022
Motion-Aware Contrastive Video Representation Learning via Foreground-Background Merging CVPR 2022
FreeSOLO: Learning To Segment Objects Without Annotations CVPR 2022