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cpc_audio

An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.

dali-dl.github.io

deit-transformer-on-android-.-classification

deit transformer on android . classification

domainbed

DomainBed is a suite to test domain generalization algorithms

espnet

End-to-End Speech Processing Toolkit

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

kenlm

KenLM: Faster and Smaller Language Model Queries

length-generalization

Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023

lora_params

mean-teacher

A state-of-the-art semi-supervised method for image recognition

mnist_png

MNIST converted to PNG format

models

Models and examples built with TensorFlow

nvae

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

pada

Code release for "Partial Adversarial Domain Adaptation" (ECCV 2018)

parameter-efficient-moe

Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks

pytorch-vsumm-reinforce

AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)

rotary-embedding-torch

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

s4

Structured state space sequence models

sam

SAM: Sharpness-Aware Minimization (PyTorch)

scikit-learn

scikit-learn: machine learning in Python

shot

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

symmetric_cross_entropy_for_noisy_labels

Code for ICCV2019 "Symmetric Cross Entropy for Robust Learning with Noisy Labels"

vision

Datasets, Transforms and Models specific to Computer Vision