Anonymous's repositories
Survey_of_Deep_Metric_Learning
A comprehensive survey of deep metric learning and related works
amdim-public
Public repo for Augmented Multiscale Deep InfoMax representation learning
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
awesome-knowledge-distillation
Awesome Knowledge Distillation
Awesome-Knowledge-Distillation-1
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
distill_visual_priors
2nd place solution of ECCV 2020 workshop VIPriors Image Classification Challenge, https://arxiv.org/abs/2008.00261
embedding-expansion
Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)
estimating-generalization
ICML 2020, Estimating Generalization under Distribution Shifts via Domain-Invariant Representations
multichannel-unet-bss
Introducing multi-channel U-Net for Music Source Separation trained using weighted multi-task loss.
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
SASVC2022_Baseline
Baseline for the Spoofing-aware Speaker Verification Challenge 2022
SBERT-WK-Sentence-Embedding
Code for Paper: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models
Self-Supervised-Speech-Pretraining-and-Representation-Learning
Official implementation of the S3PRL toolkit: self-supervised pre-training of Mockingjay, TERA, AALBERT, APC, and more to come. With easy-to-use standard downstream evaluation scripts including phone classification, speaker recognition, and ASR. (All in Pytorch)
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels (ECCV 2020)