Sequences Temporal Alignment Prediction for Supervised Representation Learning and Few-Shot Sequence Classification Temporal Alignment Prediction for Supervised Representation Learning and Few-Shot Sequence Classification 16 February 2022
representation learning Crafting Better Contrastive Views for Siamese Representation Learning Crafting Better Contrastive Views for Siamese Representation Learning 10 February 2022
representation learning Self-supervised spatio-spectro-temporal represenation learning for EEG analysis Self-supervised spatio-spectro-temporal represenation learning for EEG analysis 16 January 2022
PyTorch Exploring Simple Siamese Representation Learning Exploring Simple Siamese Representation Learning 19 December 2021
Transformer Self-Supervised Graph Representation Learning via Topology Transformations Self-Supervised Graph Representation Learning via Topology Transformations 03 December 2021
PyTorch Pytorch implementation for CMC (as well as Momentum Contrast and Instance Discrimination) Pytorch implementation for CMC (as well as Momentum Contrast and Instance Discrimination) 21 October 2021
Self-Supervised Self Supervised Representation Learning With Deep Clustering For Acoustic Unit Discovery From Raw Speech Self Supervised Representation Learning With Deep Clustering For Acoustic Unit Discovery From Raw Speech 15 October 2021
Self-Supervised SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning 12 October 2021
Natural Language Processing CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation 08 October 2021
PyTorch Implementation of OmniNet, Omnidirectional Representations from Transformers in Pytorch Implementation of OmniNet, Omnidirectional Representations from Transformers in Pytorch 28 September 2021
Deep Learning Deep learning and representation learning with PyTorch Deep learning and representation learning with PyTorch 27 September 2021