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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 40 of 50: papers 3,901 to 4,000 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.

• Rescuing Deep Hashing from Dead Bits Problem
  1 Feb 2021 0 repositories listed
• CAMBI: Contrast-aware Multiscale Banding Index
  29 Jan 2021 0 repositories listed
• AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence
  25 Jan 2021 0 repositories listed
• Performance of Cell-Free MmWave Massive MIMO Systems with Fronthaul Compression and DAC Quantization
  25 Jan 2021 0 repositories listed
• Pruning and Quantization for Deep Neural Network Acceleration: A Survey
  24 Jan 2021 0 repositories listed
• Continual Learning of Generative Models with Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence
  22 Jan 2021 0 repositories listed
• Generative Zero-shot Network Quantization
  21 Jan 2021 0 repositories listed
• Overfitting for Fun and Profit: Instance-Adaptive Data Compression
  21 Jan 2021 0 repositories listed
• Time-Correlated Sparsification for Communication-Efficient Federated Learning
  21 Jan 2021 0 repositories listed
• Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS
  19 Jan 2021 0 repositories listed
• Deep Compression of Neural Networks for Fault Detection on Tennessee Eastman Chemical Processes
  18 Jan 2021 0 repositories listed
• KDLSQ-BERT: A Quantized Bert Combining Knowledge Distillation with Learned Step Size Quantization
  15 Jan 2021 0 repositories listed
• On the quantization of recurrent neural networks
  14 Jan 2021 0 repositories listed
• Single-path Bit Sharing for Automatic Loss-aware Model Compression
  13 Jan 2021 0 repositories listed
• Energy-Efficient Distributed Learning Algorithms for Coarsely Quantized Signals
  13 Jan 2021 0 repositories listed
• Towards Energy Efficient Federated Learning over 5G+ Mobile Devices
  13 Jan 2021 0 repositories listed
• Activation Density based Mixed-Precision Quantization for Energy Efficient Neural Networks
  12 Jan 2021 0 repositories listed
• Sound Event Detection with Binary Neural Networks on Tightly Power-Constrained IoT Devices
  12 Jan 2021 0 repositories listed
• Quantization optimized with respect to the Haar basis
  9 Jan 2021 0 repositories listed
• Noise Sensitivity-Based Energy Efficient and Robust Adversary Detection in Neural Networks
  5 Jan 2021 0 repositories listed
• Collaborative Filtering with Smooth Reconstruction of the Preference Function
  1 Jan 2021 0 repositories listed
• DQSGD: DYNAMIC QUANTIZED STOCHASTIC GRADIENT DESCENT FOR COMMUNICATION-EFFICIENT DISTRIBUTED LEARNING
  1 Jan 2021 0 repositories listed
• End-to-end Quantized Training via Log-Barrier Extensions
  1 Jan 2021 0 repositories listed
• Explore the Potential of CNN Low Bit Training
  1 Jan 2021 0 repositories listed
• Hybrid and Non-Uniform DNN quantization methods using Retro Synthesis data for efficient inference
  1 Jan 2021 0 repositories listed
• Improving Low-Precision Network Quantization via Bin Regularization
  1 Jan 2021 0 repositories listed
• Improving the accuracy of neural networks in analog computing-in-memory systems by a generalized quantization method
  1 Jan 2021 0 repositories listed
• Incremental few-shot learning via vector quantization in deep embedded space
  1 Jan 2021 0 repositories listed
• Multi-Prize Lottery Ticket Hypothesis: Finding Generalizable and Efficient Binary Subnetworks in a Randomly Weighted Neural Network
  1 Jan 2021 0 repositories listed
• Post-Training Weighted Quantization of Neural Networks for Language Models
  1 Jan 2021 0 repositories listed
• Practical Locally Private Federated Learning with Communication Efficiency
  1 Jan 2021 0 repositories listed
• Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search
  1 Jan 2021 0 repositories listed
• Semi-Relaxed Quantization with DropBits: Training Low-Bit Neural Networks via Bitwise Regularization
  1 Jan 2021 0 repositories listed
• Simple Augmentation Goes a Long Way: ADRL for DNN Quantization
  1 Jan 2021 0 repositories listed
• TwinDNN: A Tale of Two Deep Neural Networks
  1 Jan 2021 0 repositories listed
• Uniform-Precision Neural Network Quantization via Neural Channel Expansion
  1 Jan 2021 0 repositories listed
• Weights Having Stable Signs Are Important: Finding Primary Subnetworks and Kernels to Compress Binary Weight Networks
  1 Jan 2021 0 repositories listed
• WrapNet: Neural Net Inference with Ultra-Low-Precision Arithmetic
  1 Jan 2021 0 repositories listed
• Learned Multi-Resolution Variable-Rate Image Compression with Octave-based Residual Blocks
  31 Dec 2020 0 repositories listed
• Improving Adversarial Robustness in Weight-quantized Neural Networks
  29 Dec 2020 0 repositories listed
• Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks
  26 Dec 2020 0 repositories listed
• Hybrid and Non-Uniform quantization methods using retro synthesis data for efficient inference
  26 Dec 2020 0 repositories listed
• EQ-Net: A Unified Deep Learning Framework for Log-Likelihood Ratio Estimation and Quantization
  23 Dec 2020 0 repositories listed
• Energy Efficient Federated Learning over Heterogeneous Mobile Devices via Joint Design of Weight Quantization and Wireless Transmission
  21 Dec 2020 0 repositories listed
• Study of Energy-Efficient Distributed RLS-based Learning with Coarsely Quantized Signals
  20 Dec 2020 0 repositories listed
• One-Bit Target Detection in Collocated MIMO Radar and Performance Degradation Analysis
  19 Dec 2020 0 repositories listed
• FantastIC4: A Hardware-Software Co-Design Approach for Efficiently Running 4bit-Compact Multilayer Perceptrons
  17 Dec 2020 0 repositories listed
• SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
  17 Dec 2020 0 repositories listed
• CosSGD: Communication-Efficient Federated Learning with a Simple Cosine-Based Quantization
  15 Dec 2020 0 repositories listed
• Exploring Neural Networks Quantization via Layer-Wise Quantization Analysis
  15 Dec 2020 0 repositories listed
• Quantizing data for distributed learning
  14 Dec 2020 0 repositories listed
• Robust Downlink Transmit Optimization under Quantized Channel Feedback via the Strong Duality for QCQP
  14 Dec 2020 0 repositories listed
• Predicting Generalization in Deep Learning via Local Measures of Distortion
  13 Dec 2020 0 repositories listed
• Parallelized Rate-Distortion Optimized Quantization Using Deep Learning
  11 Dec 2020 0 repositories listed
• Recurrence of Optimum for Training Weight and Activation Quantized Networks
  10 Dec 2020 0 repositories listed
• Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework
  8 Dec 2020 0 repositories listed
• Poisoning Semi-supervised Federated Learning via Unlabeled Data: Attacks and Defenses
  8 Dec 2020 0 repositories listed
• Design and Analysis of Uplink and Downlink Communications for Federated Learning
  7 Dec 2020 0 repositories listed
• Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer
  7 Dec 2020 0 repositories listed
• Communication-Efficient Federated Distillation
  1 Dec 2020 0 repositories listed
• Edge Deep Learning for Neural Implants
  1 Dec 2020 0 repositories listed
• HM-ANN: Efficient Billion-Point Nearest Neighbor Search on Heterogeneous Memory
  1 Dec 2020 0 repositories listed
• Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning
  1 Dec 2020 0 repositories listed
• Ultra-Low Precision 4-bit Training of Deep Neural Networks
  1 Dec 2020 0 repositories listed
• A Tiny CNN Architecture for Medical Face Mask Detection for Resource-Constrained Endpoints
  30 Nov 2020 0 repositories listed
• FactorizeNet: Progressive Depth Factorization for Efficient Network Architecture Exploration Under Quantization Constraints
  30 Nov 2020 0 repositories listed
• Training and Inference for Integer-Based Semantic Segmentation Network
  30 Nov 2020 0 repositories listed
• Using dynamical quantization to perform split attempts in online tree regressors
  30 Nov 2020 0 repositories listed
• Where Should We Begin? A Low-Level Exploration of Weight Initialization Impact on Quantized Behaviour of Deep Neural Networks
  30 Nov 2020 0 repositories listed
• Reconstruction Condition of Quantized Signals in Unlimited Sampling Framework
  29 Nov 2020 0 repositories listed
• EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference
  28 Nov 2020 0 repositories listed
• Rethinking Generalization in American Sign Language Prediction for Edge Devices with Extremely Low Memory Footprint
  27 Nov 2020 0 repositories listed
• Uplink Achievable Rate Maximization for Reconfigurable Intelligent Surface Aided Millimeter Wave Systems with Resolution-Adaptive ADCs
  27 Nov 2020 0 repositories listed
• Evaluation of quality measures for color quantization
  25 Nov 2020 0 repositories listed
• MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning
  25 Nov 2020 0 repositories listed
• Quantized Neural Networks for Radar Interference Mitigation
  25 Nov 2020 0 repositories listed
• Reduced Reference Perceptual Quality Model and Application to Rate Control for 3D Point Cloud Compression
  25 Nov 2020 0 repositories listed
• A Review of Recent Advances of Binary Neural Networks for Edge Computing
  24 Nov 2020 0 repositories listed
• MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing
  19 Nov 2020 0 repositories listed
• Layer-Wise Data-Free CNN Compression
  18 Nov 2020 0 repositories listed
• Ultra-Lightweight Speech Separation via Group Communication
  18 Nov 2020 0 repositories listed
• Visual Time Series Forecasting: An Image-driven Approach
  18 Nov 2020 0 repositories listed
• Filter Pre-Pruning for Improved Fine-tuning of Quantized Deep Neural Networks
  13 Nov 2020 0 repositories listed
• Automated Model Compression by Jointly Applied Pruning and Quantization
  12 Nov 2020 0 repositories listed
• Going Below and Beyond, Off-the-Grid Velocity Estimation from 1-bit Radar Measurements
  10 Nov 2020 0 repositories listed
• Pixel precise unsupervised detection of viral particle proliferation in cellular imaging data
  10 Nov 2020 0 repositories listed
• The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns
  8 Nov 2020 0 repositories listed
• Modified Vector Quantization for Small-Cell Access Point Placement with Inter-Cell Interference
  5 Nov 2020 0 repositories listed
• Paralinguistic Privacy Protection at the Edge
  4 Nov 2020 0 repositories listed
• Robust building footprint extraction from big multi-sensor data using deep competition network
  4 Nov 2020 0 repositories listed
• S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation
  4 Nov 2020 0 repositories listed
• Subtensor Quantization for Mobilenets
  4 Nov 2020 0 repositories listed
• A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free!
  3 Nov 2020 0 repositories listed
• Analytical aspects of non-differentiable neural networks
  3 Nov 2020 0 repositories listed
• A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings
  1 Nov 2020 0 repositories listed
• High Performance Natural Language Processing
  1 Nov 2020 0 repositories listed
• Time regularization as a solution to mitigate quantization induced performance degradation
  30 Oct 2020 0 repositories listed
• One-Bit Direct Position Determination of Narrowband Gaussian Signals
  29 Oct 2020 0 repositories listed
• Diagnostic data integration using deep neural networks for real-time plasma analysis
  28 Oct 2020 0 repositories listed
• Enhanced Blind Calibration of Uniform Linear Arrays with One-Bit Quantization by Kullback-Leibler Divergence Covariance Fitting
  28 Oct 2020 0 repositories listed