ukdsvl Goto Github PK

learning-to-reweight-examples

PyTorch Implementation of the paper Learning to Reweight Examples for Robust Deep Learning

learnopencv

Learn OpenCV : C++ and Python Examples

lightweight-human-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

linear_programming_showcase

lp-deepssl

Code for CVPR 2019 paper Label Propagation for Deep Semi-supervised Learning

mctorch

A manifold optimization library for deep learning

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlfromscratch

Data-Science Projects and Kaggle-Competitions

mom

Mining on Manifolds (CVPR 2018)

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

one-shot-synthesis

Official PyTorch implementation of the paper "Generating Novel Scene Compositions from Single Images and Videos"

pgn_tf

Part Grouping Network (PGN) implementation in TensorFlow, for custom parsing dataset

pspnet-pytorch

Implemetation of Pyramid Scene Parsing Network in Pytorch

pymanopt

Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

refine_contrast_dg

reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

repository_papers_resources

A repository of interesting papers and other resources related to machine learning.

revisiting_deep_metric_learning_pytorch

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in this field.

self-supervised-sem-seg

Self-Supervised Semantic Segmentation using BYOL(Bootstrap your own Latent) and fine tuning using FCN8s(Fully Convolutional Network)

siamese-pytorch

A PyTorch implementation of siamese networks using backbone from torchvision.models, with support for TensorRT inference.

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

simsiam

Exploring Simple Siamese Representation Learning

social-distancing-detector

An AI Tool to Help Customers Monitor Social Distancing in the Workplace.

suml_aaai20

Github repository for our AAAI 2020 accepted paper: Unsupervised Metric Learning with Synthetic Examples

tex2shape

This repository contains code corresponding to the paper "Tex2Shape: Detailed Full Human Body Geometry from a Single Image"

ukdsvl.github.io

Personal Webpage of Ujjal Kr Dutta

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers