stablegradients

TrainingOverParametrisedModels

pytorch implementation of the paper "Training Over-parameterised Models with Non-Decomposable Objectives"

awesome-Automanous-3D-detection-methods

CLIP-ReID

cmo

commentaries

Code accompanying the paper: 'Teaching with Commentaries'.

ConstrainedOptimisation

This repo contains experimentation notebook for the problems related to constrained optimisation

SemanticSegmentation

CoSSL

Official PyTorch Implementation of "CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning" (CVPR 2022)

craft-text-detector

Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector

CRIS.pytorch

An official PyTorch implementation of the CRIS paper

daso

Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

difftopk

Differentiable Top-k Classification Learning

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

FixMatch-pytorch

Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo contains reproduced checkpoints.

google-research

Google Research

ImageStitching

A set of functions that can stitch together 2 images using manual or automatically generated keypoints

L2TDLF

a pytorch implementation of learning to teach dynamical loss function paper

LDAM-DRW

[NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

MiSLAS

Improving Calibration for Long-Tailed Recognition (CVPR2021)

Parametric-Contrastive-Learning

Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

pytorch-YOLOv4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Saddle-LongTail

[NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"

SemiSLDatasets

This repository contains code to generate a semi supervised learning dataset

SLA

Semi-Supervised Domain Adaptation with Source Label Adaptation, accepted to CVPR 2023

stablegradients.github.io

personal website

tensorflow-yolov4-tflite

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

tensorflow_constrained_optimization

UnsupervisedSemSeg