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PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

Python 3,374 556 Updated Dec 26, 2023

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

Python 1,216 174 Updated Jan 26, 2023

iNaturalist competition details

Python 793 115 Updated May 26, 2021

Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet、DSDH、DTSH、DFH、GreedyHash、CSQ.

Python 534 113 Updated Sep 19, 2022
Python 284 60 Updated Nov 7, 2025

A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and competitions

255 35 Updated Sep 28, 2023

This is the repository for the BioCLIP model and the TreeOfLife-10M dataset [CVPR'24 Oral, Best Student Paper].

Python 230 23 Updated Jun 11, 2025

This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."

Python 230 12 Updated Aug 21, 2023

BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation

Python 221 40 Updated Apr 26, 2023

An unofficial implementation of MobileNetV4 in Pytorch

Python 205 12 Updated Mar 19, 2025

[ICML 2025] Official Implementation for SimDINO/SimDINOv2

Python 180 15 Updated Mar 15, 2025

Handwritten Text Recognition and Character Detection

Python 162 19 Updated Sep 28, 2025

Whitening for Self-Supervised Representation Learning | Official repository

Python 131 28 Updated Feb 5, 2023

This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients.

Python 117 20 Updated Jun 11, 2024

Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.

Python 93 14 Updated Dec 22, 2022

Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification (INTERSPEECH 2023)

Python 71 13 Updated Mar 11, 2025

A new comprehensive and diverse few-shot acoustic classification benchmark.

Python 65 9 Updated Sep 22, 2024

This repo contains the evaluation code for the INQUIRE benchmark

Python 57 2 Updated Dec 18, 2024

A benchmark dataset collection for bird sound classification

Jupyter Notebook 56 19 Updated Sep 10, 2025

BioAcoustic Collection Pipeline

Python 46 4 Updated Nov 6, 2025
Python 46 2 Updated Dec 16, 2022

Repository of EEG-Simpleconv original paper

Jupyter Notebook 43 5 Updated Aug 20, 2025

A Contrastive Learning Boost from Intermediate Pre-Trained Representations

Python 42 5 Updated Sep 19, 2024

High order Moment Models

Jupyter Notebook 42 6 Updated Nov 7, 2025

A classification framework to enhance your habitat distribution models

Python 36 Updated Oct 9, 2025

AnuraSet: A dataset for classification of tropical anurans from passive acoustic monitoring

Python 27 5 Updated Oct 20, 2024

Official MATPAC implementation and trained model's weights

Python 25 1 Updated Sep 23, 2025

(INTERSPEECH 2024) Official Implementation of "BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classification"

Python 24 Updated Jul 10, 2025

PyTorch, Android application code for lung sound classification

Java 23 14 Updated May 3, 2020
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