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fscil

Official repository for Few-Shot Class-Incremental Learning (FSCIL)

fsd50k-pytorch

Unofficial implementation of FSD50k baselines for Sound Event Recognition

fsd_fed

Federated learning using the FSD50K audio database.

gammatone

Gammatone-based spectrograms, using gammatone filterbanks or Fourier transform weightings.

github-markdown-toc

Easy TOC creation for GitHub README.md

gmn-zsl

gui-fying-to-build-deep-learning-model-for-classification-problem

hexo-theme-academia

A light & simple & responsive page for academic websites on Hexo, crafted from academicpages on Jekyll.

hts-audio-transformer

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

icarl

ifsl

[CVPR'22] Official PyTorch implementation of Integrative Few-Shot Learning for Classification and Segmentation

iirnet

Direct design of biquad filter cascades with deep learning by sampling random polynomials.

image-classification-using-cnn-with-multi-input-using-matlab

This demo shows how to implement convolutional neural network (CNN) for image classification with multi-input.

interspeech2023_online_resources

isnas-dip

ISNAS-DIP: Image Specific Neural Architecture Search for Deep Image Prior [CVPR 2022]

jule.torch

Torch code for our CVPR 2016 paper "Joint Unsupervised LEarning of Deep Representations and Image Clusters"

lamda-beamer-template

A beamer template for LAMDA lab at NJU

lc-ksvd

Implementation of the Label consistent KSVD algorithm proposed by Zhuolin Jiang, Zhe Lin and Larry S. Davis.

learn2learn

A PyTorch Library for Meta-learning Research

learngene

learningtocompare_fsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

lemniscate.pytorch

Unsupervised Feature Learning via Non-parametric Instance Discrimination

lightweight-neural-architecture-search

This is a collection of our zero-cost NAS and efficient vision applications.

localizing-visual-sounds-the-hard-way

Localizing Visual Sounds the Hard Way

loss-landscape

Code for visualizing the loss landscape of neural nets

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

matlab_imresize

Python implementation of MatLab imresize function

mcl

Code and data for paper https://arxiv.org/pdf/2106.05517.pdf (CVPR 2022)

meta-learning

meta-learning research