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Repository [PyTorch]
github.comImageNet classification using binary Convolutional Neural Networks
- GitHub stars
- 873
- Language
- Lua
DUCKQUANT / THE QUANT & AI DIRECTORY
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14,444 resources, ranked by in-directory PageRank
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Repository [Caffe]
github.comCaffe implementation of accurate low-precision neural networks
- GitHub stars
- 120
- Language
- C++
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Research paper ICLR 2015
arxiv.orgPublication: Training deep neural networks with low precision multiplications. Published Dec 22, 2014.
- Published
- Dec 22, 2014
- Authors
- 3
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Research paper ICLR 2015
arxiv.orgPublication: 8-Bit Approximations for Parallelism in Deep Learning. Published Nov 14, 2015.
- Published
- Nov 14, 2015
- Authors
- 1
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Research paper ICML 2015
arxiv.orgPublication: Bitwise Neural Networks. Published Jan 22, 2016.
- Published
- Jan 22, 2016
- Authors
- 2
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Research paper PMLR 2015
arxiv.orgPublication: Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift. Published Feb 11, 2015.
- Published
- Feb 11, 2015
- Authors
- 2
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Research paper arXiv 2016
arxiv.orgPublication: Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1. Published Feb 9, 2016.
- Published
- Feb 9, 2016
- Authors
- 5
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Research paper arXiv 2016
arxiv.orgPublication: Layer Normalization. Published Jul 21, 2016.
- Published
- Jul 21, 2016
- Authors
- 3
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Research paper arXiv 2016
arxiv.orgPublication: Convolutional Neural Networks using Logarithmic Data Representation. Published Mar 3, 2016.
- Published
- Mar 3, 2016
- Authors
- 3
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Research paper arXiv 2016
arxiv.orgPublication: Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations. Published Sep 22, 2016.
- Published
- Sep 22, 2016
- Authors
- 5
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Research paper arXiv 2016
arxiv.orgPublication: Training Bit Fully Convolutional Network for Fast Semantic Segmentation. Published Dec 1, 2016.
- Published
- Dec 1, 2016
- Authors
- 7
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Research paper arXiv 2016
arxiv.orgPublication: Recurrent Neural Networks With Limited Numerical Precision. Published Aug 24, 2016.
- Published
- Aug 24, 2016
- Authors
- 5
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Research paper arXiv 2016
arxiv.orgPublication: Sigma Delta Quantized Networks. Published Nov 7, 2016.
- Published
- Nov 7, 2016
- Authors
- 2
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Research paper arXiv 2016
arxiv.orgPublication: Effective Quantization Methods for Recurrent Neural Networks. Published Nov 30, 2016.
- Published
- Nov 30, 2016
- Authors
- 7
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Research paper arXiv 2016
arxiv.orgPublication: QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding. Published Oct 7, 2016.
- Published
- Oct 7, 2016
- Authors
- 5
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Research paper arXiv 2016
arxiv.orgPublication: Fixed-Point Performance Analysis of Recurrent Neural Networks. Published Dec 4, 2015.
- Published
- Dec 4, 2015
- Authors
- 3
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Research paper CVPR 2016
arxiv.orgPublication: Quantized Convolutional Neural Networks for Mobile Devices. Published Dec 21, 2015.
- Published
- Dec 21, 2015
- Authors
- 5
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Research paper ICML 2016
arxiv.orgPublication: Fixed Point Quantization of Deep Convolutional Networks. Published Nov 19, 2015.
- Published
- Nov 19, 2015
- Authors
- 3
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Repository [PyTorch]
github.comTraining Deep Neural Networks with binary weights during propagations
- GitHub stars
- 383
- Language
- Python
- Code license
- GPL-2.0
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Repository
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Cited by 1 resources in this directory
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Directory record updated: 2026-10-11
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Repository [PyTorch]
github.comSource code for ``Neural Networks with Few Multiplications'' published at ICLR 2016
- GitHub stars
- 80
- Language
- Python
- Code license
- GPL-2.0
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Repository [PyTorch]
github.comTraining Deep Neural Networks with Weights and Activations Constrained to +1 or -1
- GitHub stars
- 311
- Language
- Lua
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Research paper arXiv 2013
arxiv.orgPublication: Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation. Published Aug 15, 2013.
- Published
- Aug 15, 2013
- Authors
- 3
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Research paper arXiv 2014
arxiv.orgPublication: Compressing Deep Convolutional Networks using Vector Quantization. Published Dec 18, 2014.
- Published
- Dec 18, 2014
- Authors
- 4
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Research paper arXiv 2015
arxiv.orgPublication: Resiliency of Deep Neural Networks under Quantization. Published Nov 20, 2015.
- Published
- Nov 20, 2015
- Authors
- 3
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Research paper arXiv 2015
arxiv.orgPublication: Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation. Published Mar 12, 2015.
- Published
- Mar 12, 2015
- Authors
- 4
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Research paper arXiv 2015
arxiv.orgPublication: Rounding Methods for Neural Networks with Low Resolution Synaptic Weights. Published Apr 22, 2015.
- Published
- Apr 22, 2015
- Authors
- 2
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Website Interspeech 2014
microsoft.comWe show empirically that in SGD training of deep neural networks, one can, at no or nearly no loss of accuracy, quantize the gradients…
- Page language
- en-US
- Directory citations
- 1
- Discovery sources
- 1
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Repository massive-com/client-python
github.comThe official Python client library for the Massive.com REST and WebSocket API.
- GitHub stars
- 1,519
- Language
- Python
- Code license
- MIT
market-dataapiai-trading
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Website Stash
stash.comAmerican financial technology company
- Page language
- en
- Directory citations
- 2
- Discovery sources
- 2
fintechfinance
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Website Easy Investing App For Saving & Growing Your Money | Acorns
acorns.comAcorns is a financial wellness app that helps individuals and families save, invest, and grow money automatically through simple, everyday habits.
- Page language
- en-us
- Directory citations
- 2
- Discovery sources
- 2
fintechfinancial servicesfinancial-services
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Website Review
aifinancetools.coFree investment tracking and net worth dashboard with wealth advisory. Independent 5-dimension score and pricing, plus the full breakdown — verified May 2026.
- Page language
- en
- Directory citations
- 1
- Discovery sources
- 1
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Website Review
aifinancetools.coPersonal finance software for Quicken and Mint migrants. Independent 5-dimension score and pricing, plus the full breakdown — verified May 2026.
- Page language
- en
- Directory citations
- 1
- Discovery sources
- 1
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Website Review
aifinancetools.coAI-powered budgeting chatbot with a personality that keeps finances fun. Independent 5-dimension score and pricing — verified May 2026.
- Page language
- en
- Directory citations
- 1
- Discovery sources
- 1
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Website Review
aifinancetools.coSimple budgeting app focused on spending awareness. Independent 5-dimension score and pricing, plus the full breakdown — verified May 2026.
- Page language
- en
- Directory citations
- 1
- Discovery sources
- 1
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Website Review
aifinancetools.coCollaborative budgeting app for couples and families. Independent 5-dimension score and pricing, plus the full breakdown — verified May 2026.
- Page language
- en
- Directory citations
- 1
- Discovery sources
- 1