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torch_swa_examples

torchtracer

A python package for visualization and storage management in a pytorch AI task.

torchutils

(WIP) TorchUtils is a pytorch library with several useful tools and training tricks.

totto

ToTTo is an open-domain English table-to-text dataset with over 120,000 training examples that proposes a controlled generation task: given a Wikipedia table and a set of highlighted table cells, produce a one-sentence description. We hope it can serve as a useful research benchmark for high-precision conditional text generation.

towards-benchmarking-and-dissecting-one-shot-neural-architecture-search

towards-effective-low-bitwidth-convolutional-neural-networks

This repository implements the paper "Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations"

towards-extremely-efficient-neural-architecture-search-via-dynamic-distribution-pruning

trained-rank-pruning

Pytorch implementation of TRP

training-batchnorm-and-only-batchnorm

Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.

training-free-nas

training-tricks-for-binarized-neural-networks

The collection of training tricks of binarized neural networks.

trains

TRAINS - Auto-Magical Experiment Manager & Version Control for AI - NOW WITH AUTO-MAGICAL DEVOPS!

transfer-learning-library

Transfer-Learning-Library

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

transferlearning-1

transformer-explainability

Official Pytorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

transformer-implementations

Vanilla Transformer, ViT, DeiT, BERT

transformers4vision

A summarization of Transformer-based architectures for CV tasks, including image classification, object detection, segmentation, and Few-shot Learning. Keep updated frequently.

transgan

[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang

transunet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

tresnet

Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)

triple-wins

[ICLR 2020] ”Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference“

triplet-loss-for-knowledge-distillation

Triplet Loss for Knowledge Distillation

tscl

Teacher-Student Curriculum Learning code

ucas-course

**科学院大学研一课程课件共享项目University of Chinese Academy of Sciences postgraduate course textbook sharing project

uda

Unsupervised Data Augmentation (UDA)

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

uncertainty-metrics

Welcome to Uncertainty Metrics! The goal of this library is to provide an easy-to-use interface for both measuring uncertainty across Google and the open-source community.

understanding-nas

Codes for Understanding Architectures Learnt by Cell-based Neural Architecture Search