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Search results for deep learning sparse
deep-learning
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sparse
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39 search results found
X Deeplearning
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4,087
An industrial deep learning framework for high-dimension sparse data
Reproducible Image Denoising State Of The Art
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1,759
Collection of popular and reproducible image denoising works.
Ufldl_tutorial
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680
Stanford Unsupervised Feature Learning and Deep Learning Tutorial
Graphwaveletneuralnetwork
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501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
Self Supervised Depth Completion
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418
ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"
Sparse Depth Completion
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372
Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI)
Caffe
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323
Caffe for Sparse and Low-rank Deep Neural Networks
Sparse To Dense
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310
ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (Torch Implementation)
Sparsebit
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291
A model compression and acceleration toolbox based on pytorch.
Sparse To Dense.pytorch
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283
ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (PyTorch Implementation)
Splatnet
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254
SPLATNet: Sparse Lattice Networks for Point Cloud Processing (CVPR2018)
Lottery Ticket Hypothesis In Pytorch
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209
This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.
Autocolorize
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192
Automatic colorizaton of grayscale images using Deep Learning
Sparse Structured Attention
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190
Sparse and structured neural attention mechanisms
Sparse Evolutionary Artificial Neural Networks
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187
Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
Sinkhorn Transformer
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178
Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention
Tutorial_bayesiancompressionfordl
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174
A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).
Unsupervised Depth Completion Visual Inertial Odometry
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168
Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)
Cca_zoo
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157
Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework
Codeslam
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146
Implementation of CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM paper (https://arxiv.org/pdf/1804.00874.pdf)
Icml2015_papers
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143
Links to ICML 2015 papers available on arxiv
Torchkbnufft
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133
A high-level, easy-to-deploy non-uniform Fast Fourier Transform in PyTorch.
Parallax
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128
A Tool for Automatic Parallelization of Deep Learning Training in Distributed Multi-GPU Environments.
Sgnn
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127
[CVPR'20] SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans
Avro2tf
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117
Avro2TF is designed to fill the gap of making users' training data ready to be consumed by deep learning training frameworks.
Dip18
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101
Deep Inertial Poser: Learning to Reconstruct Human Pose from Sparse Inertial Measurements in Real Time
Adnet
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99
Attention-guided CNN for image denoising(Neural Networks,2020)
Lsh_deeplearning
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93
Scalable and Sustainable Deep Learning via Randomized Hashing
Guided Stereo
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80
CVPR 2019 - Guided Stereo Matching
Deep Mil For Whole Mammogram Classification
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75
Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification." MICCAI 2017.
Sparse_switchnorm
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53
Sparse Switchable Normalization with sparse activation function SparestMax
Onsager_deep_learning
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43
Code to accompany the paper "AMP-Inspired Deep Networks for Sparse Linear Inverse Problems"
Deepcompression
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39
implementation of Iterative Pruning for Deep neural network [Han2015].
Denselidarnet
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29
Sparsect
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29
A tool to develop sparse view CT reconstruction algorithms. It offers an interface to develop methods and quickly compare it with baseline methods.
Supervised Deep Sparse Coding Networks
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22
supervised deep sparse coding networks
Nnnamedentity
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21
Named Entity Recognition (NER) models (neural and sparse) implemented based on package LibN3L
Easysparse
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21
Sparse learning in TensorFlow using data acquired from Spark.
Variational_dropout_sparsifies_dnn
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18
Variational Dropout Sparsifies Deep Neural Networks (Molchanov et al. 2017) by Chainer
Deep Ternary
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18
Source code for the paper "Deep Learning Sparse Ternary Projections For Compressed Sensing of Images"
Dlaudio
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14
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)
Model_based_energy_constrained_compression
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14
Code for paper "Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking"
Ufldl
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13
Implementation of Unsupervised Feature Learning and Deep Learning Tutorial
Bayesian Sparse Deep Learning
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12
Code for An Adaptive Empirical Bayesian Method for Sparse Deep Learning (NeurIPS'19)
Nfm Pyorch
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12
A pytorch implementation for He et al. Neural Factorization Machines for Sparse Predictive Analytics on SIGIR 2017.
Somatch
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12
A Framework for Deep Learning-based Sparse SAR-Optical Image Matching
Ae Review Resources
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12
Additional resources for an overview on autoencoders
Deepsccan
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12
Deep & Sparse CCA for Neuroimaging in Tensorflow
Constraintawarecompression
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11
[ECCV18] Constraint-Aware Deep Neural Network Compression
Wide And Deep
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11
Dsrc
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11
Tensorflow implementation of "Deep sparse representation-based classification"
Eyenet2
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10
ACCV 18 - Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model
Deep_rewiring
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9
Quick tutorial to Deep Rewiring
Tensorflow Models
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9
various models implemented via tensorflow
Dap
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8
Deep model for accident risk prediction over sparse traffic data
Cox Pasnet
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7
Pathway-based sparse deep neural network for survival analysis
Deepnerualnetwork
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7
Deep learning tools including RBM and DBM
Ai Masterclass
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6
Repositorio de la Masterclass en Inteligencia Artificial
Tf Tile
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6
TF-Tile: an efficient sparse representation for real-valued data
Deep_exchangeable_tensors
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6
Mcvae
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6
Multi-Channel Variational Auto Encoder: A Bayesian Deep Learning Framework for Modeling High-Dimensional Heterogeneous Data.
Tsmc_dl
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6
TSMC course materials for unsupervised learning
Explicithighorderinteraction Keras
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5
Explicit high order interaction models implemented in Keras, including: DCN, xDeepFM, AutoInt etc.
Dcv Release
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5
Dehazing Cost Volume for Deep Multi-view Stereo in Scattering Media
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