mmasana

continual-learning-challenge-2024

clvision-challenge-2024

5th CLVISION workshop at CVPR: repo for the challenge

base-discord-bot

A base bot for Discord in Python that implements a few interactions.

DILAM

IEEE Intelligent Vehicles Symposium [2023]

vid2cleantxt

Python API & command-line tool to easily transcribe speech-based video files into clean text

ragrug

RagRug

RobustFeatureAustenit

[OAGM 2021] A study on robust feature representations for grain density estimates in austenitic steel

AppearanceFreeActionRecognition

[ECCV 2022] Is Appearance Free Action Recognition Possible?

FACIL

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

denoising-diffusion-gan

Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804

goose-dataset

Dataset of Canada goose images with annotations of bounding boxes with object classes, suitable for testing object detection algorithms.

DCSB

Deathcounter and Soundboard, WPF app for setting up key shortcuts

Graz_plus_technique

Graz+ is a regularization technique to train convolutional neural network (CNN) classifiers utilizing relevance-guided heat maps calculated online during training.

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

cross_task_cil

Code for the paper "On the importance of cross-task features for class-incremental learning"

RehearsalRevealed

Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.

class-incremental-learning

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

continuum

A clean and simple data loading library for Continual Learning

Sequoia

The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.

CLsurvey

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

todometer

A meter-based to-do list

Awesome-Incremental-Learning

Awesome Incremental Learning

LovaszSoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

RankIQA

The rep for the RankIQA paper in ICCV 2017

CrowdCountingCVPR18

The rep for the Crowd Counting paper accepted by CVPR 2018

AttentionColorName

Weakly Supervised Domain Specific Color Naming Based on Attention (ICPR2018)

RotateNetworks

The rep for the RotateNetworks in ICPR18, Beijing, China.

odin-pytorch

Principled Detection of Out-of-Distribution Examples in Neural Networks

wide-residual-networks

3.8% and 18.3% on CIFAR-10 and CIFAR-100