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673 search results found

Neurvps ⭐ 132

Neural Vanishing Point Scanning via Conic Convolution

Pytorch Multi Class Focal Loss ⭐ 132

An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".

Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"

Patch-base progressive 3D Point Set Upsampling

Research_spatio Temporal Data Mining ⭐ 126

A collection of research on spatio-temporal data mining

Matlab Gan ⭐ 125

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Heinsen_routing ⭐ 125

Reference implementation of "An Algorithm for Routing Vectors in Sequences" (Heinsen, 2022) and "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019), for composing deep neural networks.

Deep Learning Papers Reading Roadmap ⭐ 122

深度学习论文阅读路线图

3d Deep Learning ⭐ 122

3D Deep Learning works

Code for reproducing ICT (published in Neural Networks 2022, and in IJCAI 2019)

Deepconn ⭐ 121

This is our implementation of DeepCoNN

Facenet Real Time Face Recognition Using Deep Learning Tensorflow ⭐ 120

Facenet-Real-time-face-recognition-using-deep-lear

Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"

Jsia Reid ⭐ 117

[AAAI2020] Cross-Modality Paired-Images Generation for RGB-InfraredPerson Re-Identification

Multimodal Emotion Recognition ⭐ 117

This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.

Papers With Data ⭐ 117

A curated list of papers that released datasets along with their work

Tutorial_separation ⭐ 117

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

Reading Club ⭐ 116

Paper reading club at source{d}

Deep Svdd ⭐ 116

Repository for the Deep One-Class Classification ICML 2018 paper

Adaptationseg ⭐ 116

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017

Deep Learning Study ⭐ 116

Study of HeXA@UNIST in Preparation for Submission

Rtdl Revisiting Models ⭐ 115

(NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data

Arxiv.repo ⭐ 115

A list of papers on arxiv that have published project code.

Deeply Recursive Cnn Tf ⭐ 114

Test implementation of Deeply-Recursive Convolutional Network for Image Super-Resolution

Sat2graph ⭐ 112

Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding

Deeprl_algorithms ⭐ 112

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

Mobilenet ⭐ 110

A Clearer and Simpler MobileNet Implementation in TensorFlow

Lsoftmax Pytorch ⭐ 110

The Pytorch Implementation of L-Softmax

Sa Papers ⭐ 108

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

Keras Dualpathnetworks ⭐ 107

Dual Path Networks for Keras 2.0+

Graph2vec_tf ⭐ 107

This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".

Ai Nlp Paper Readings ⭐ 107

This is my reading list for my PhD in AI, NLP, Deep Learning and more.

Tf2deepfloorplan ⭐ 107

TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.

Mixmatch Pytorch ⭐ 106

Pytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)

Machinelearning ⭐ 106

Machine learning for beginner(Data Science enthusiast)

Awesome Rgbt Fusion ⭐ 106

A collection of deep learning based RGB-T-Fusion methods, codes, and datasets. The main directions involved are Multispectral Pedestrian, RGB-T Vehicle Detection, RGB-T Crowd Counting, RGB-T Fusion Tracking.

Gnn Meta Attack ⭐ 106

Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".

Paper_annotations ⭐ 105

A place to keep track of all the annotated papers.

Visualizingcnn ⭐ 104

🙈A PyTorch implementation of the 2014 ECCV paper "Visualizing and Understanding Convolutional Networks"

Awesome Domain Generalization ⭐ 104

Awesome things about domain generalization, including papers, code, etc.

Deepharmonization ⭐ 102

Demo code of the paper: "Deep Image Harmonization", Y.-H. Tsai, X. Shen, Z. Lin, K. Sunkavalli, X. Lu and M.-H. Yang, CVPR 2017

Pytorch Question Answering ⭐ 102

Important paper implementations for Question Answering using PyTorch

Local Relational Nets ⭐ 101

A Pytorch implementation for the paper Local Relational Networks for Image Recognition (https://arxiv.org/pdf/1904.11491.pdf)

Mad Twinnet ⭐ 101

The code for the MaD TwinNet. Demo page:

Notebooks ⭐ 101

Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.

Ai Ml Newsletter ⭐ 100

AI Digest: Monthly updates on AI and ML topics

Awesome Deep Learning Based Time Series Forecasting ⭐ 100

Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

code for our CVPR 2020 paper "PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes"

Visualize_atari ⭐ 99

Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)

Deepcoder ⭐ 99

Deepcoder paper implementation

Jittor Mlp ⭐ 98

Unofficial Implementation of MLP-Mixer, gMLP, resMLP, Vision Permutator, S2MLP, S2MLPv2, RaftMLP, HireMLP, ConvMLP, AS-MLP, SparseMLP, ConvMixer, SwinMLP, RepMLPNet, WaveMLP, MorphMLP, DynaMixer, MS-MLP, Sequencer2D in Jittor and PyTorch! Now, Rearrange and Reduce in einops.layers.jittor are support!! trunc_normal_ is supported for Jittor!! MLP Paper is uploaded!

Anchor Diff Vos ⭐ 97

Anchor Diffusion for Unsupervised Video Object Segmentation

Mechanical Fault Diagnosis Based On Deep Learning ⭐ 97

CNN for mechanical fault diagnosis

Defocus Deblurring Dual Pixel ⭐ 97

Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur.

Pixel Level Contrastive Learning ⭐ 95

Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch

Lapsrn Tensorflow ⭐ 95

Tensorflow implementation of the paper "Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution"

Generalisation Humans Dnns ⭐ 95

Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)

Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"

CORe50: a new Dataset and Benchmark for Continual Learning

Carrier Of Tricks For Classification Pytorch ⭐ 93

carrier of tricks for image classification tutorials using pytorch.

Deep Learning Specialization Coursera ⭐ 92

Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

🧀 Pytorch code for the Fromage optimiser.

Snn_benchmark ⭐ 91

Deep Forecast ⭐ 91

The code of the paper 'Deep Forecast : Deep Learning-based Spatio-Temporal Forecasting", ICML Time Series Workshop 2017.

Pgexplainer ⭐ 90

Parameterized Explainer for Graph Neural Network

Learn Convolutional Neural Network For Face Anti Spoofing ⭐ 90

Implementation of "Learn Convolutional Neural Network for Face Anti-Spoofing" paper

Checkmate ⭐ 90

Training neural networks in TensorFlow 2.0 with 5x less memory

Masksembles ⭐ 90

Official repository for the paper "Masksembles for Uncertainty Estimation" (CVPR2021).

Deep Portfolio Theory ⭐ 89

Autoencoder framework for portfolio selection (paper published by J. B. Heaton, N. G. Polson, J. H. Witte.)

[CVPR 2019] Official TensorFlow Implementation for "Deep Defocus Map Estimation using Domain Adaptation"

Aftershocks_issues ⭐ 88

Issues with Deep Learning of Aftershocks by DeVries

Histogramloss ⭐ 88

This repository contains code for paper "Learning Deep Embeddings with Histogram Loss" (NIPS2016)

Sketch Based Deep Learning ⭐ 88

A resource repository for sketch based deep learning papers

Yet another repository for developing and benchmarking deep learning-based change detection methods.

Exploration By Disagreement ⭐ 86

[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement

Steady State Flow With Neural Nets ⭐ 86

A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation

Restoring Extremely Dark Images In Real Time ⭐ 86

The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"

Image-and-Spatial Transformer Networks

Mmwave Localization Learning ⭐ 85

🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency

Modular Assemblies ⭐ 85

[NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"

Speaker Recognition Papers ⭐ 84

Share some recent speaker recognition papers and their implementations.

Tools Generation Detection Synthetic Content ⭐ 84

Compilation of the state of the art of tools, articles, forums and links of interest to generate and detect any type of synthetic content using deep learning.

Minimal_glo ⭐ 84

Minimal PyTorch implementation of Generative Latent Optimization from the paper "Optimizing the Latent Space of Generative Networks"

Awesome Vehicle Re Identification ⭐ 83

Awesome Vehicle Re-identification

Deep Recurrent ⭐ 83

Deep bidirectional recurrent net for opinion mining (code for EMNLP14 paper)

Deep Ensembles Uncertainty ⭐ 82

My implementation of the paper "Simple and Scalable Predictive Uncertainty estimation using Deep Ensembles"

Models and examples built with Chainer

Deep Learning Paper Datasets Notes ⭐ 82

Paper-Datasets-Notes

C2ae Multilabel Classification ⭐ 82

Tensorflow implementation for the paper 'Learning Deep Latent Spaces for Multi-Label Classfications' in AAAI 2017

Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"

[ICLR 2018] Tensorflow/Keras code for Semi-parametric Topological Memory for Navigation

Awesome Artificial Intelligence Research ⭐ 80

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

Deep Coder ⭐ 80

Re-implement DeepCoder (https://openreview.net/pdf?id=ByldLrqlx)

Awesome Hyperparams ⭐ 80

A curated list of awesome hyperparameters for deep learning

Practicalmachinelearning ⭐ 79

A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source

Awesome Low Light Enhancement ⭐ 79

Awesome Low-light Enhancement

Neural Style Transfer Pytorch ⭐ 79

Neural Style Transfer (pytorch ver.)

Sequential deep matching model for recommender system at Alibaba

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