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robust-semantic-segmentation

Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation （ICCV2021）

robust_mtnt

Code for the paper "Improving Robustness of Machine Translation with Synthetic Noise"

s-tui

Terminal-based CPU stress and monitoring utility

sam-textvqa

Official code for paper "Spatially Aware Multimodal Transformers for TextVQA" published at ECCV, 2020.

segformer

Official PyTorch implementation of SegFormer

segformer-pytorch

This is a warehouse for SegFormer-pytorch-model, can be used to train your image datasets for segmentation tasks.

segpgd

semsegadvpatch

shot

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

sleepsort

socket-demo-with-gui

A file transfer python socket demo with GUI

source-free-domain-adaptation

Scripts to manipulate data sources for the upcoming shared task on clinical negation detection and time expression parsing

spark_training

Apache Spark training material

superpixel-align

Official implementation of "Minimizing Supervision for Free-space Segmentation" paper

superpixel_fcn

[CVPR‘20] SpixelFCN: Superpixel Segmentation with Fully Convolutional Network

tensorclus

TensorClus, Tensor co-clustering, text mining, clustering, multiple graphs

text-adda

Adversarial Discriminative Domain Adaptation for Text Dataset with BERT

trades

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

transformer

Transformer seq2seq model, program that can build a language translator from parallel corpus

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

ukbiobank_deep_pretrain

Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vit-pytorch-1

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

vqa-project

Code for our paper: Learning Conditioned Graph Structures for Interpretable Visual Question Answering

vqa.pytorch

Visual Question Answering in Pytorch

vqa_regat

Research Code for ICCV 2019 paper "Relation-aware Graph Attention Network for Visual Question Answering"

wordadver

Code for ACL2018 HotFlip: White-Box Adversarial Examples for Text Classification, Word-level Adversarial Examples

wsmis

Weakly Supervised Medical Images Segmentation

yolo_v3_tutorial_from_scratch

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

yopo-you-only-propagate-once

Code for our nips19 paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle