emasa

BalPoE-CalibratedLT

This repository is the official Pytorch implementation of Balanced Product of Calibrated Experts for Long-Tailed Recognition (CVPR 2023).

parallel-computing-2012-famaf-unc

Parallel Computing 2012 - FaMAF - UNC

social-relations-recognition-egocentric-photostreams

Final Project - Master in Artificial Intelligence - UPC

a-PyTorch-Tutorial-to-Image-Captioning

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

ACE

code for paper [ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot] (ICCV 2021, oral))

awesome_OpenSetRecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

BagofTricks-LT

A scientific and useful toolbox, which contains practical and effective long-tail related tricks with extensive experimental results

CoSSL

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

CS229_ML

🍟 Stanford CS229: Machine Learning

CS236_DGM

🦍 Stanford CS236 : Deep Generative Models

daso

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

soil-erosion-estimation-microsoft-kinect

Final Project - Soil Erosion Estimation Using a Microsoft Kinect - FaMAF - UNC

detr

End-to-End Object Detection with Transformers

lincir

Official Pytorch implementation of LinCIR: Language-only Training of Zero-shot Composed Image Retrieval (CVPR 2024)

Medium-Tutorials

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch and CoreML.

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

opencon

Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"

PRML

PRML algorithms implemented in Python

PRML-Solution-Manual

My Own Solution Manual of PRML

PSMNet

Pyramid Stereo Matching Network (CVPR2018)

s-clip

S-CLIP: Semi-supervised Vision-Language Pre-training using Few Specialist Captions

Scene-Graph-Benchmark.pytorch

A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased Scene Graph Generation from Biased Training CVPR 2020”

SEED

Official implementation of SEED-LLaMA (ICLR 2024).

Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

TADE-AgnosticLT

This repository is the official Pytorch implementation of Test-Agnostic Long-Tailed Recognition by Test-Time Aggregating Diverse Experts with Self-Supervision.

TRSSL

"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)

waspss

Hands-on WASP Summer School 2020