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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

Digging Into Uncertainty in Self-Supervised Multi-View Stereo ICCV 2021
SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction INTERSPEECH 2021
Improving Streaming Transformer Based ASR Under a Framework of Self-Supervised Learning INTERSPEECH 2021
Crowd Counting With Partial Annotations in an Image ICCV 2021
Improving Perceptual Quality by Phone-Fortified Perceptual Loss Using Wasserstein Distance for Speech Enhancement INTERSPEECH 2021
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework NIPS 2021
VoiceMixer: Adversarial Voice Style Mixup NIPS 2021
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition NIPS 2021
Self-Supervised Learning of Long-Horizon Manipulation Tasks with Finite-State Task Machines L4DC 2021
Graph Neural Networks for Distributed Linear-Quadratic Control L4DC 2021
Motion-Augmented Self-Training for Video Recognition at Smaller Scale ICCV 2021
Look at What I’m Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos NIPS 2021
DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension ICCV 2021
Self-Supervised Cryo-Electron Tomography Volumetric Image Restoration From Single Noisy Volume With Sparsity Constraint ICCV 2021
Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations NIPS 2021
MERLOT: Multimodal Neural Script Knowledge Models NIPS 2021
Exploring wav2vec 2.0 on Speaker Verification and Language Identification INTERSPEECH 2021
Concept Generalization in Visual Representation Learning ICCV 2021
Self-Regulation for Semantic Segmentation ICCV 2021
Adaptive Confidence Thresholding for Monocular Depth Estimation ICCV 2021
Long Short View Feature Decomposition via Contrastive Video Representation Learning ICCV 2021
Self-Supervised Video Object Segmentation by Motion Grouping ICCV 2021
Dynamic CT Reconstruction From Limited Views With Implicit Neural Representations and Parametric Motion Fields ICCV 2021
Self-Supervised Transfer Learning for Hand Mesh Recovery From Binocular Images ICCV 2021
Motion-Focused Contrastive Learning of Video Representations ICCV 2021