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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 38 of 50: papers 3,701 to 3,800 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.

• Risk Assessment for Connected Vehicles under Stealthy Attacks on Vehicle-to-Vehicle Networks
  3 Sep 2021 0 repositories listed
• Quantization of Generative Adversarial Networks for Efficient Inference: a Methodological Study
  31 Aug 2021 0 repositories listed
• Quantized Convolutional Neural Networks Through the Lens of Partial Differential Equations
  31 Aug 2021 0 repositories listed
• 4-bit Quantization of LSTM-based Speech Recognition Models
  27 Aug 2021 0 repositories listed
• A Quantitative Approach To The Temporal Dependency in Video Coding
  26 Aug 2021 0 repositories listed
• On Adaptive Transmission for Distributed Detection in Energy Harvesting Wireless Sensor Networks with Limited Fusion Center Feedback
  23 Aug 2021 0 repositories listed
• On the Acceleration of Deep Neural Network Inference using Quantized Compressed Sensing
  23 Aug 2021 0 repositories listed
• Rate distortion comparison of a few gradient quantizers
  23 Aug 2021 0 repositories listed
• Integer-arithmetic-only Certified Robustness for Quantized Neural Networks
  21 Aug 2021 0 repositories listed
• Reconfigurable co-processor architecture with limited numerical precision to accelerate deep convolutional neural networks
  21 Aug 2021 0 repositories listed
• Quantization Backdoors to Deep Learning Commercial Frameworks
  20 Aug 2021 0 repositories listed
• Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization
  18 Aug 2021 0 repositories listed
• Verifying Low-dimensional Input Neural Networks via Input Quantization
  18 Aug 2021 0 repositories listed
• Distance-aware Quantization
  16 Aug 2021 0 repositories listed
• Energy Efficiency Maximization Precoding for Quantized Massive MIMO Systems
  6 Aug 2021 0 repositories listed
• Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization
  3 Aug 2021 0 repositories listed
• All-Digital LoS MIMO with Low-Precision Analog-to-Digital Conversion
  2 Aug 2021 0 repositories listed
• MOHAQ: Multi-Objective Hardware-Aware Quantization of Recurrent Neural Networks
  2 Aug 2021 0 repositories listed
• DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning
  30 Jul 2021 0 repositories listed
• Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search
  30 Jul 2021 0 repositories listed
• Local Morphometry of Closed, Implicit Surfaces
  29 Jul 2021 0 repositories listed
• QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning
  29 Jul 2021 0 repositories listed
• Sparse Joint Transmission for Cloud Radio Access Networks with Limited Fronthaul Capacity
  29 Jul 2021 0 repositories listed
• Adaptive Precision Training (AdaPT): A dynamic fixed point quantized training approach for DNNs
  28 Jul 2021 0 repositories listed
• DV-Det: Efficient 3D Point Cloud Object Detection with Dynamic Voxelization
  27 Jul 2021 0 repositories listed
• Deep Learning for Estimation and Pilot Signal Design in Few-Bit Massive MIMO Systems
  26 Jul 2021 0 repositories listed
• High-Dimensional Distribution Generation Through Deep Neural Networks
  26 Jul 2021 0 repositories listed
• HYPER-SNN: Towards Energy-efficient Quantized Deep Spiking Neural Networks for Hyperspectral Image Classification
  26 Jul 2021 0 repositories listed
• Finite-Bit Quantization For Distributed Algorithms With Linear Convergence
  23 Jul 2021 0 repositories listed
• Pruning Ternary Quantization
  23 Jul 2021 0 repositories listed
• HARP-Net: Hyper-Autoencoded Reconstruction Propagation for Scalable Neural Audio Coding
  22 Jul 2021 0 repositories listed
• Kramers-Kronig Receiver Combined With Digital Resolution Enhancer
  22 Jul 2021 0 repositories listed
• CREW: Computation Reuse and Efficient Weight Storage for Hardware-accelerated MLPs and RNNs
  20 Jul 2021 0 repositories listed
• DHNet: Double MPEG-4 Compression Detection via Multiple DCT Histograms
  19 Jul 2021 0 repositories listed
• Support Recovery in Universal One-bit Compressed Sensing
  19 Jul 2021 0 repositories listed
• A High-Performance Adaptive Quantization Approach for Edge CNN Applications
  18 Jul 2021 0 repositories listed
• Deep Learning to Ternary Hash Codes by Continuation
  16 Jul 2021 0 repositories listed
• Efficient Approximate Search for Sets of Vectors
  14 Jul 2021 0 repositories listed
• MAFAT: Memory-Aware Fusing and Tiling of Neural Networks for Accelerated Edge Inference
  14 Jul 2021 0 repositories listed
• LANA: Latency Aware Network Acceleration
  12 Jul 2021 0 repositories listed
• HEMP: High-order Entropy Minimization for neural network comPression
  12 Jul 2021 0 repositories listed
• An Embedded Iris Recognition System Optimization using Dynamically ReconfigurableDecoder with LDPC Codes
  8 Jul 2021 0 repositories listed
• Image restoration quality assessment based on regional differential information entropy
  8 Jul 2021 0 repositories listed
• Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks
  6 Jul 2021 0 repositories listed
• Discrete-Valued Neural Communication
  6 Jul 2021 0 repositories listed
• Multi-modality Deep Restoration of Extremely Compressed Face Videos
  5 Jul 2021 0 repositories listed
• Q-SpiNN: A Framework for Quantizing Spiking Neural Networks
  5 Jul 2021 0 repositories listed
• A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification
  3 Jul 2021 0 repositories listed
• Post-Training Quantization for Vision Transformer
  27 Jun 2021 0 repositories listed
• LNS-Madam: Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update
  26 Jun 2021 0 repositories listed
• Countering Adversarial Examples: Combining Input Transformation and Noisy Training
  25 Jun 2021 0 repositories listed
• PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation
  25 Jun 2021 0 repositories listed
• Preliminary study on using vector quantization latent spaces for TTS/VC systems with consistent performance
  25 Jun 2021 0 repositories listed
• Quantization Aware Training, ERNIE and Kurtosis Regularizer: a short empirical study
  24 Jun 2021 0 repositories listed
• Transform-Based Feature Map Compression for CNN Inference
  24 Jun 2021 0 repositories listed
• On Minimizing Symbol Error Rate Over Fading Channels with Low-Resolution Quantization
  22 Jun 2021 0 repositories listed
• Over-the-Air Computation via Cloud Radio Access Networks
  22 Jun 2021 0 repositories listed
• Efficient Inference via Universal LSH Kernel
  21 Jun 2021 0 repositories listed
• Tensor Learning-based Precoder Codebooks for FD-MIMO Systems
  21 Jun 2021 0 repositories listed
• Witten-type topological field theory of self-organized criticality for stochastic neural networks
  21 Jun 2021 0 repositories listed
• Automated Log-Scale Quantization for Low-Cost Deep Neural Networks
  19 Jun 2021 0 repositories listed
• Communication Efficient SGD via Gradient Sampling With Bayes Prior
  19 Jun 2021 0 repositories listed
• Deep Perceptual Preprocessing for Video Coding
  19 Jun 2021 0 repositories listed
• Distribution-Aware Adaptive Multi-Bit Quantization
  19 Jun 2021 0 repositories listed
• Event-Based Bispectral Photometry Using Temporally Modulated Illumination
  19 Jun 2021 0 repositories listed
• Optimal Quantization Using Scaled Codebook
  19 Jun 2021 0 repositories listed
• PVGNet: A Bottom-Up One-Stage 3D Object Detector With Integrated Multi-Level Features
  19 Jun 2021 0 repositories listed
• QPP: Real-Time Quantization Parameter Prediction for Deep Neural Networks
  19 Jun 2021 0 repositories listed
• Effects of VLSI Circuit Constraints on Temporal-Coding Multilayer Spiking Neural Networks
  18 Jun 2021 0 repositories listed
• Light Lies: Optical Adversarial Attack
  18 Jun 2021 0 repositories listed
• On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks
  17 Jun 2021 0 repositories listed
• Quantized Federated Learning under Transmission Delay and Outage Constraints
  17 Jun 2021 0 repositories listed
• Unsupervised classification of cell imaging data using the quantization error in a Self Organizing Map
  17 Jun 2021 0 repositories listed
• A White Paper on Neural Network Quantization
  15 Jun 2021 0 repositories listed
• Development of Quantized DNN Library for Exact Hardware Emulation
  15 Jun 2021 0 repositories listed
• Energy-efficient Knowledge Distillation for Spiking Neural Networks
  14 Jun 2021 0 repositories listed
• FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications
  14 Jun 2021 0 repositories listed
• Neuroevolution-Enhanced Multi-Objective Optimization for Mixed-Precision Quantization
  14 Jun 2021 0 repositories listed
• On the Convergence of Differentially Private Federated Learning on Non-Lipschitz Objectives, and with Normalized Client Updates
  13 Jun 2021 0 repositories listed
• AI Enlightens Wireless Communication: Analyses, Solutions and Opportunities on CSI Feedback
  12 Jun 2021 0 repositories listed
• Decoupled Greedy Learning of CNNs for Synchronous and Asynchronous Distributed Learning
  11 Jun 2021 0 repositories listed
• Cross-Modal Discrete Representation Learning
  10 Jun 2021 0 repositories listed
• Fastening the Initial Access in 5G NR Sidelink for 6G V2X Networks
  10 Jun 2021 0 repositories listed
• SignalNet: A Low Resolution Sinusoid Decomposition and Estimation Network
  10 Jun 2021 0 repositories listed
• Verifying Quantized Neural Networks using SMT-Based Model Checking
  10 Jun 2021 0 repositories listed
• Harnessing Unrecognizable Faces for Improving Face Recognition
  8 Jun 2021 0 repositories listed
• Theoretically Better and Numerically Faster Distributed Optimization with Smoothness-Aware Quantization Techniques
  7 Jun 2021 0 repositories listed
• Deep Unsupervised Learning for Joint Antenna Selection and Hybrid Beamforming
  6 Jun 2021 0 repositories listed
• Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution
  4 Jun 2021 0 repositories listed
• Sigma-Delta and Distributed Noise-Shaping Quantization Methods for Random Fourier Features
  4 Jun 2021 0 repositories listed
• Granger Causality from Quantized Measurements
  3 Jun 2021 0 repositories listed
• On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers
  2 Jun 2021 0 repositories listed
• Passive Beamforming Design for Intelligent Reflecting Surface Assisted MIMO Systems
  2 Jun 2021 0 repositories listed
• Full-Resolution Encoder-Decoder Networks with Multi-Scale Feature Fusion for Human Pose Estimation
  1 Jun 2021 0 repositories listed
• Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation
  1 Jun 2021 0 repositories listed
• Weak target detection with multi-bit quantization in colocated MIMO radar
  29 May 2021 0 repositories listed
• Improved Convergence Rate for a Distributed Two-Time-Scale Gradient Method under Random Quantization
  28 May 2021 0 repositories listed
• Towards Efficient Full 8-bit Integer DNN Online Training on Resource-limited Devices without Batch Normalization
  27 May 2021 0 repositories listed
• Dynamic Probabilistic Pruning: A general framework for hardware-constrained pruning at different granularities
  26 May 2021 0 repositories listed
• DTNN: Energy-efficient Inference with Dendrite Tree Inspired Neural Networks for Edge Vision Applications
  25 May 2021 0 repositories listed