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advt4ne_www2019

Adversarial Training Methods for Network Embedding, WWW2019.

autogluon

AutoGluon: AutoML Toolkit for Deep Learning

awesome-deep-reinforcement-learning-1

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-efficient-plm

Must-read papers on improving efficiency for pre-trained language models.

awesome-large-multimodal-hallucination

😎 up-to-date & curated list of awesome LMM hallucinations papers, methods & resources.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

deep-learning-for-recommendation-systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

deepclustering

Methods and Implements of Deep Clustering

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gwl

Gromov-Wasserstein Learning for Graph Matching and Node Embedding

hypergrad

Exploring differentiation with respect to hyperparameters

l2t_loss

simple demo codes for Learning to Teach with Dynamic Loss Functions

ml-from-scratch

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

neural-collaborative-filtering

pytorch version of neural collaborative filtering

pica

Official Pytorch Implementation for CVPR'20 paper: Deep Semantic Clustering by Partition Confidence Maximisation

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

pyvot

A Python implementation of Monge optimal transportation

sars_tutorial

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

serene-benchmark

Benchmark to evaluate schema matching approaches

the-gan-zoo

A list of all named GANs!

twostreamfusion

Code release for "Convolutional Two-Stream Network Fusion for Video Action Recognition", CVPR 2016.

vae-gmvae

This repository contains the implementation of the VAE and Gaussian Mixture VAE using TensorFlow and several network architectures

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