DUCKQUANT / THE QUANT & AI DIRECTORY
2,336 resources, ranked by in-directory PageRank
Public repository by sony-si. Primary language: Python.
official implementation of Generative Low-bitwidth Data Free Quantization(GDFQ)
Publication: Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach. Published 2020.
Publication: AdaBits: Neural Network Quantization With Adaptive Bit-Widths. Published 2020.
Publication: Vector Quantization-Based Regularization for Autoencoders. Published Apr 3, 2020.
Publication: Towards Accurate Quantization and Pruning via Data-free Knowledge Transfer. Published Oct 14, 2020.
Publication: RTN: Reparameterized Ternary Network. Published Dec 4, 2019.
Publication: Quantized Compressive Sampling of Stochastic Gradients for Efficient Communication in Distributed Deep Learning. Published Apr 3, 2020.
Publication: Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. Published Apr 3, 2020.
Publication: Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search. Published Nov 12, 2019.
Publication: Indirect Stochastic Gradient Quantization and Its Application in Distributed Deep Learning. Published Apr 3, 2020.
Publication: HLHLp: Quantized Neural Networks Training for Reaching Flat Minima in Loss Surface. Published Apr 3, 2020.
Publication: Embedding Compression with Isotropic Iterative Quantization. Published Jan 11, 2020.
Publication: Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers. Published Jan 12, 2020.
Publication: Adversarial Attack on Deep Product Quantization Network for Image Retrieval. Published Feb 26, 2020.
Publication: Binarized Collaborative Filtering with Distilling Graph Convolutional Networks. Published Jun 5, 2019.
Publication: Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data. Published Jul 17, 2019.
Publication: Similarity Preserving Deep Asymmetric Quantization for Image Retrieval. Published Jul 17, 2019.
Publication: Multi-Precision Quantized Neural Networks via Encoding Decomposition of -1 and +1. Published May 31, 2019.
Publication: Efficient Quantization for Neural Networks with Binary Weights and Low Bitwidth Activations. Published Jul 17, 2019.
ImageNet classification using binary Convolutional Neural Networks
Caffe implementation of accurate low-precision neural networks
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