← Techniques
Deep Learning › Techniques ›

Self-Supervised Learning

323 directly classified papers

Papers per year

Papers

Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation CVPR 2022
Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs AAAI 2022
Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0 INTERSPEECH 2022
Unsupervised Chinese Word Segmentation with BERT Oriented Probing and Transformation ACL 2022
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 2022
Set-Supervised Action Learning in Procedural Task Videos via Pairwise Order Consistency CVPR 2022
XMP-Font: Self-Supervised Cross-Modality Pre-Training for Few-Shot Font Generation CVPR 2022
Self-Supervised Video Transformer CVPR 2022
Unsupervised Acoustic Unit Discovery by Leveraging a Language-Independent Subword Discriminative Feature Representation INTERSPEECH 2021
MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan Synchronization CVPR 2021
Multiple Object Tracking With Correlation Learning CVPR 2021
The Spatially-Correlative Loss for Various Image Translation Tasks CVPR 2021
S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation CVPR 2021
Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models CVPR 2021
Efficient Deformable Shape Correspondence via Multiscale Spectral Manifold Wavelets Preservation CVPR 2021
Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics ICML 2021
Monte Carlo Variational Auto-Encoders ICML 2021
A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention ICML 2021
TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images ICCV 2021
Conditional Self-Supervised Learning for Few-Shot Classification IJCAI 2021
Contrast and Order Representations for Video Self-Supervised Learning ICCV 2021
Learning To Regress Bodies From Images Using Differentiable Semantic Rendering ICCV 2021
Temporal Knowledge Consistency for Unsupervised Visual Representation Learning ICCV 2021
Unsupervised Training of a DNN-Based Formant Tracker INTERSPEECH 2021
An Improved Wav2Vec 2.0 Pre-Training Approach Using Enhanced Local Dependency Modeling for Speech Recognition INTERSPEECH 2021