645873229

rebiber

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

ConvNeXt

Code release for ConvNeXt model

curriculum_learning

Code implementing the experiments described in the paper "On The Power of Curriculum Learning in Training Deep Networks" by Hacohen & Weinshall (ICML 2019)

mentornet

Code for MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks

self-paced-learning

self-paced learning algorithm

AMR

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

CPN

Complementary Patch for Weakly Supervised Semantic Segmentation, ICCV21 (poster)

psa

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018

self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

halonet-pytorch

Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones

imgaug

Image augmentation for machine learning experiments.

WeakSupervisedSegmentationList

This repository contains lists of state-or-art weakly supervised semantic segmentation works

CAM

Class Activation Mapping

YOCO

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

AST

Adversarial Sparse Transformer for Time Series Forecasting

CrossFormer

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

curriculum_learning

A repository on the Curriculum Learning optimization heuristic.

DIHCL

Curriculum Learning by Dynamic Instance Hardness (NeurIPS 2020)

SPBL_Pytorch

PyTorch implementation of "Self-Paced Balance Learning for Clinical Skin Disease Recognition"

self-paced-learning

SPL-experiment

Self-Paced learning for cifar-10

awesome-curriculum-learning

some bravo or inspiring research works on the topic of curriculum learning

AdaGCN

reproduce ICLR2021 paper "AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models"

adaboost-implementation

Implementation of AdaBoost algorithm in Python

AdaBoost_CNN

CurriculumLearning

DCL-CrowdCounting

Density-aware Curriculum Learning for Crowd Counting

TeachMyAgent

TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.

curriculum-learning-acceleration

Code implementing various Curriculum Learning training strategies in order to accelerate the training convergence of CNNs used for Image Recognition tasks.