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Quantization

Papers archive 2025-07-28

archive papers tagged: 4,925 · with a code link: 1,596 · where Syntology ran a sample: 515 (452 with a run with no instrument failure, 63 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (515 of 4,925 tagged: 452 with a run with no instrument failure, 63 where every run was a failure of Syntology's instrument)

Page 44 of 50: papers 4,301 to 4,400 of 4,925, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Training DNN IoT Applications for Deployment On Analog NVM Crossbars
  30 Oct 2019 0 repositories listed
• Integrating PHY Security Into NDN-IoT Networks By Exploiting MEC: Authentication Efficiency, Robustness, and Accuracy Enhancement
  29 Oct 2019 0 repositories listed
• Noiseless Privacy
  29 Oct 2019 0 repositories listed
• Secure Evaluation of Quantized Neural Networks
  28 Oct 2019 0 repositories listed
• Towards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation Learning
  28 Oct 2019 0 repositories listed
• Asynchronous Decentralized SGD with Quantized and Local Updates
  27 Oct 2019 0 repositories listed
• CNN-based Analog CSI Feedback in FDD MIMO-OFDM Systems
  23 Oct 2019 0 repositories listed
• Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning
  23 Oct 2019 0 repositories listed
• Image processing in DNA
  22 Oct 2019 0 repositories listed
• Fully Quantized Transformer for Machine Translation
  17 Oct 2019 0 repositories listed
• Reinforced Bit Allocation under Task-Driven Semantic Distortion Metrics
  16 Oct 2019 0 repositories listed
• Parametric context adaptive Laplace distribution for multimedia compression
  14 Oct 2019 0 repositories listed
• Variation-aware Binarized Memristive Networks
  14 Oct 2019 0 repositories listed
• OverQ: Opportunistic Outlier Quantization for Neural Network Accelerators
  13 Oct 2019 0 repositories listed
• High-Dimensional Stochastic Gradient Quantization for Communication-Efficient Edge Learning
  9 Oct 2019 0 repositories listed
• Bit Efficient Quantization for Deep Neural Networks
  7 Oct 2019 0 repositories listed
• DSConv: Efficient Convolution Operator
  1 Oct 2019 0 repositories listed
• NGEMM: Optimizing GEMM for Deep Learning via Compiler-based Techniques
  1 Oct 2019 0 repositories listed
• Automated design of error-resilient and hardware-efficient deep neural networks
  30 Sep 2019 0 repositories listed
• Optimal Controller and Quantizer Selection for Partially Observable Linear-Quadratic-Gaussian Systems
  30 Sep 2019 0 repositories listed
• AdaptivFloat: A Floating-point based Data Type for Resilient Deep Learning Inference
  29 Sep 2019 0 repositories listed
• REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs
  29 Sep 2019 0 repositories listed
• FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization
  28 Sep 2019 0 repositories listed
• GA-GAN: CT reconstruction from Biplanar DRRs using GAN with Guided Attention
  27 Sep 2019 0 repositories listed
• Impact of Low-bitwidth Quantization on the Adversarial Robustness for Embedded Neural Networks
  27 Sep 2019 0 repositories listed
• Optimized Quantization in Distributed Graph Signal Filtering
  27 Sep 2019 0 repositories listed
• Optimizing Speech Recognition For The Edge
  26 Sep 2019 0 repositories listed
• Adaptive Binary-Ternary Quantization
  26 Sep 2019 0 repositories listed
• Compression without Quantization
  25 Sep 2019 0 repositories listed
• CURSOR-BASED ADAPTIVE QUANTIZATION FOR DEEP NEURAL NETWORK
  25 Sep 2019 0 repositories listed
• GQ-Net: Training Quantization-Friendly Deep Networks
  25 Sep 2019 0 repositories listed
• Hybrid Weight Representation: A Quantization Method Represented with Ternary and Sparse-Large Weights
  25 Sep 2019 0 repositories listed
• Lattice Representation Learning
  25 Sep 2019 0 repositories listed
• Learning Compact Embedding Layers via Differentiable Product Quantization
  25 Sep 2019 0 repositories listed
• Low Rank Training of Deep Neural Networks for Emerging Memory Technology
  25 Sep 2019 0 repositories listed
• Monte Carlo Deep Neural Network Arithmetic
  25 Sep 2019 0 repositories listed
• Network Pruning for Low-Rank Binary Index
  25 Sep 2019 0 repositories listed
• On the Pareto Efficiency of Quantized CNN
  25 Sep 2019 0 repositories listed
• Online Learned Continual Compression with Stacked Quantization Modules
  25 Sep 2019 0 repositories listed
• OPTIMAL BINARY QUANTIZATION FOR DEEP NEURAL NETWORKS
  25 Sep 2019 0 repositories listed
• Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization
  25 Sep 2019 0 repositories listed
• Prune or quantize? Strategy for Pareto-optimally low-cost and accurate CNN
  25 Sep 2019 0 repositories listed
• QGAN: Quantize Generative Adversarial Networks to Extreme low-bits
  25 Sep 2019 0 repositories listed
• Rethinking Neural Network Quantization
  25 Sep 2019 0 repositories listed
• Smart Ternary Quantization
  25 Sep 2019 0 repositories listed
• Towards Effective 2-bit Quantization: Pareto-optimal Bit Allocation for Deep CNNs Compression
  25 Sep 2019 0 repositories listed
• A System-Level Solution for Low-Power Object Detection
  24 Sep 2019 0 repositories listed
• Autoencoder-Based Error Correction Coding for One-Bit Quantization
  24 Sep 2019 0 repositories listed
• Gridless Angular Domain Channel Estimation for mmWave Massive MIMO System With One-Bit Quantization Via Approximate Message Passing
  23 Sep 2019 0 repositories listed
• Structured Binary Neural Networks for Image Recognition
  22 Sep 2019 0 repositories listed
• HAWKEYE: Adversarial Example Detector for Deep Neural Networks
  22 Sep 2019 0 repositories listed
• How to design a derivatives market?
  19 Sep 2019 0 repositories listed
• Performance Analysis of Massive MIMO Multi-Way Relay Networks with Low-Resolution ADCs
  19 Sep 2019 0 repositories listed
• How Does Batch Normalization Help Binary Training?
  18 Sep 2019 0 repositories listed
• Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent
  16 Sep 2019 0 repositories listed
• An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms
  15 Sep 2019 0 repositories listed
• DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement
  13 Sep 2019 0 repositories listed
• Neural Machine Translation with 4-Bit Precision and Beyond
  13 Sep 2019 0 repositories listed
• Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
  12 Sep 2019 0 repositories listed
• Variable Rate Deep Image Compression With a Conditional Autoencoder
  11 Sep 2019 0 repositories listed
• A Comprehensive Benchmark for Single Image Compression Artifacts Reduction
  9 Sep 2019 0 repositories listed
• Sparse linear regression with compressed and low-precision data via concave quadratic programming
  9 Sep 2019 0 repositories listed
• Restricted Minimum Error Entropy Criterion for Robust Classification
  6 Sep 2019 0 repositories listed
• DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks
  5 Sep 2019 0 repositories listed
• Symbol-Level Precoding Design for Intelligent Reflecting Surface Assisted Multi-user MIMO Systems
  3 Sep 2019 0 repositories listed
• Push for Quantization: Deep Fisher Hashing
  31 Aug 2019 0 repositories listed
• An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM
  29 Aug 2019 0 repositories listed
• Smaller Models, Better Generalization
  29 Aug 2019 0 repositories listed
• Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation
  27 Aug 2019 0 repositories listed
• Incremental Binarization On Recurrent Neural Networks For Single-Channel Source Separation
  23 Aug 2019 0 repositories listed
• RATQ: A Universal Fixed-Length Quantizer for Stochastic Optimization
  22 Aug 2019 0 repositories listed
• A Gridless Compressive Sensing Based Channel Estimation for Millimeter Wave MIMO OFDM Systems with One-Bit Quantization
  19 Aug 2019 0 repositories listed
• Learn to Compress CSI and Allocate Resources in Vehicular Networks
  12 Aug 2019 0 repositories listed
• Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations
  10 Aug 2019 0 repositories listed
• Cheetah: Mixed Low-Precision Hardware & Software Co-Design Framework for DNNs on the Edge
  6 Aug 2019 0 repositories listed
• GDRQ: Group-based Distribution Reshaping for Quantization
  5 Aug 2019 0 repositories listed
• Deep Task-Based Quantization
  1 Aug 2019 0 repositories listed
• Learn to Allocate Resources in Vehicular Networks
  30 Jul 2019 0 repositories listed
• QRMODA and BRMODA: Novel Models for Face Recognition Accuracy in Computer Vision Systems with Adapted Video Streams
  24 Jul 2019 0 repositories listed
• Distributed Average Consensus under Quantized Communication via Event-Triggered Mass Splitting
  23 Jul 2019 0 repositories listed
• Exploring Semantic Segmentation on the DCT Representation
  23 Jul 2019 0 repositories listed
• An Inter-Layer Weight Prediction and Quantization for Deep Neural Networks based on a Smoothly Varying Weight Hypothesis
  16 Jul 2019 0 repositories listed
• Learning Multimodal Fixed-Point Weights using Gradient Descent
  16 Jul 2019 0 repositories listed
• The Bach Doodle: Approachable music composition with machine learning at scale
  14 Jul 2019 0 repositories listed
• A Targeted Acceleration and Compression Framework for Low bit Neural Networks
  9 Jul 2019 0 repositories listed
• Multi-Scale Vector Quantization with Reconstruction Trees
  8 Jul 2019 0 repositories listed
• Non-Structured DNN Weight Pruning -- Is It Beneficial in Any Platform?
  3 Jul 2019 0 repositories listed
• Deep Convolutional Compression for Massive MIMO CSI Feedback
  2 Jul 2019 0 repositories listed
• Compression of Acoustic Event Detection Models With Quantized Distillation
  1 Jul 2019 0 repositories listed
• Weight Normalization based Quantization for Deep Neural Network Compression
  1 Jul 2019 0 repositories listed
• BTEL: A Binary Tree Encoding Approach for Visual Localization
  27 Jun 2019 0 repositories listed
• Detection of small changes in medical and random-dot images comparing self-organizing map performance to human detection
  26 Jun 2019 0 repositories listed
• Gridless Multisnapshot Variational Line Spectral Estimation from Coarsely Quantized Samples
  20 Jun 2019 0 repositories listed
• Back to Simplicity: How to Train Accurate BNNs from Scratch?
  19 Jun 2019 0 repositories listed
• Quantized Three-Ion-Channel Neuron Model for Neural Action Potentials
  16 Jun 2019 0 repositories listed
• Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks
  14 Jun 2019 0 repositories listed
• Parameterized Structured Pruning for Deep Neural Networks
  12 Jun 2019 0 repositories listed
• BasisConv: A method for compressed representation and learning in CNNs
  11 Jun 2019 0 repositories listed
• Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference
  11 Jun 2019 0 repositories listed
• Deep Spherical Quantization for Image Search
  7 Jun 2019 0 repositories listed