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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 45 of 50: papers 4,401 to 4,500 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.

• Fighting Quantization Bias With Bias
  7 Jun 2019 0 repositories listed
• Word-based Domain Adaptation for Neural Machine Translation
  7 Jun 2019 0 repositories listed
• Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification, and Local Computations
  6 Jun 2019 0 repositories listed
• Exploiting Offset-guided Network for Pose Estimation and Tracking
  4 Jun 2019 0 repositories listed
• Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model
  3 Jun 2019 0 repositories listed
• Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification
  1 Jun 2019 0 repositories listed
• Enhanced Bayesian Compression via Deep Reinforcement Learning
  1 Jun 2019 0 repositories listed
• Fully Quantized Network for Object Detection
  1 Jun 2019 0 repositories listed
• Learning Channel-Wise Interactions for Binary Convolutional Neural Networks
  1 Jun 2019 0 repositories listed
• SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization
  1 Jun 2019 0 repositories listed
• Deep Learning for Distributed Optimization: Applications to Wireless Resource Management
  31 May 2019 0 repositories listed
• Increasing Compactness Of Deep Learning Based Speech Enhancement Models With Parameter Pruning And Quantization Techniques
  31 May 2019 0 repositories listed
• Quantization Loss Re-Learning Method
  30 May 2019 0 repositories listed
• Instant Quantization of Neural Networks using Monte Carlo Methods
  29 May 2019 0 repositories listed
• Mixed Precision Training With 8-bit Floating Point
  29 May 2019 0 repositories listed
• A Reconfigurable Dual-Mode Tracking SAR ADC without Analog Subtraction
  28 May 2019 0 repositories listed
• Brain-inspired reverse adversarial examples
  28 May 2019 0 repositories listed
• Texture CNN for Thermoelectric Metal Pipe Image Classification
  28 May 2019 0 repositories listed
• A Unified Theory of SGD: Variance Reduction, Sampling, Quantization and Coordinate Descent
  27 May 2019 0 repositories listed
• Learning In Practice: Reasoning About Quantization
  27 May 2019 0 repositories listed
• Natural Compression for Distributed Deep Learning
  27 May 2019 0 repositories listed
• HadaNets: Flexible Quantization Strategies for Neural Networks
  26 May 2019 0 repositories listed
• Structured Compression by Weight Encryption for Unstructured Pruning and Quantization
  24 May 2019 0 repositories listed
• One-bit LFMCW Radar: Spectrum Analysis and Target Detection
  23 May 2019 0 repositories listed
• NTP : A Neural Network Topology Profiler
  22 May 2019 0 repositories listed
• Derived Codebooks for High-Accuracy Nearest Neighbor Search
  16 May 2019 0 repositories listed
• DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression
  15 May 2019 0 repositories listed
• Optimizing MRF-ASL Scan Design for Precise Quantification of Brain Hemodynamics using Neural Network Regression
  15 May 2019 0 repositories listed
• Compressing Weight-updates for Image Artifacts Removal Neural Networks
  10 May 2019 0 repositories listed
• MobiVSR: A Visual Speech Recognition Solution for Mobile Devices
  10 May 2019 0 repositories listed
• Two-layer Near-lossless HDR Coding with Backward Compatibility to JPEG
  9 May 2019 0 repositories listed
• Reconstruction of Privacy-Sensitive Data from Protected Templates
  8 May 2019 0 repositories listed
• 2-bit Model Compression of Deep Convolutional Neural Network on ASIC Engine for Image Retrieval
  8 May 2019 0 repositories listed
• SinReQ: Generalized Sinusoidal Regularization for Low-Bitwidth Deep Quantized Training
  4 May 2019 0 repositories listed
• Efficient Discrete Supervised Hashing for Large-scale Cross-modal Retrieval
  3 May 2019 0 repositories listed
• Compression of Acoustic Event Detection Models with Low-rank Matrix Factorization and Quantization Training
  2 May 2019 0 repositories listed
• Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM
  2 May 2019 0 repositories listed
• Adaptive Sample-space & Adaptive Probability coding: a neural-network based approach for compression
  1 May 2019 0 repositories listed
• Analysis of Quantized Models
  1 May 2019 0 repositories listed
• Dimension-Free Bounds for Low-Precision Training
  1 May 2019 0 repositories listed
• Double Viterbi: Weight Encoding for High Compression Ratio and Fast On-Chip Reconstruction for Deep Neural Network
  1 May 2019 0 repositories listed
• N-Ary Quantization for CNN Model Compression and Inference Acceleration
  1 May 2019 0 repositories listed
• Nested Dithered Quantization for Communication Reduction in Distributed Training
  1 May 2019 0 repositories listed
• Unsupervised automatic classification of Scanning Electron Microscopy (SEM) images of CD4+ cells with varying extent of HIV virion infection
  30 Apr 2019 0 repositories listed
• Design Automation for Efficient Deep Learning Computing
  24 Apr 2019 0 repositories listed
• Low Resolution Digital-to-Analog Converter with Digital Dithering for MIMO Transmitter
  19 Apr 2019 0 repositories listed
• Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search
  18 Apr 2019 0 repositories listed
• Defensive Quantization: When Efficiency Meets Robustness
  17 Apr 2019 0 repositories listed
• MorphIC: A 65-nm 738k-Synapse/mm² Quad-Core Binary-Weight Digital Neuromorphic Processor with Stochastic Spike-Driven Online Learning
  17 Apr 2019 0 repositories listed
• Rate-Loss Mitigation for a Millimeter-Wave Beamspace MIMO Lens Antenna Array System Using a Hybrid Beam-Selection Scheme
  17 Apr 2019 0 repositories listed
• Matrix and tensor decompositions for training binary neural networks
  16 Apr 2019 0 repositories listed
• Risk Bounds for Learning Multiple Components with Permutation-Invariant Losses
  16 Apr 2019 0 repositories listed
• Shared Predictive Cross-Modal Deep Quantization
  16 Apr 2019 0 repositories listed
• Enhancing Bridge Deck Delamination Detection Based on Aerial Thermography Through Grayscale Morphologic Reconstruction: A Case Study
  11 Apr 2019 0 repositories listed
• YUVMultiNet: Real-time YUV multi-task CNN for autonomous driving
  11 Apr 2019 0 repositories listed
• 3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation
  5 Apr 2019 0 repositories listed
• FLightNNs: Lightweight Quantized Deep Neural Networks for Fast and Accurate Inference
  5 Apr 2019 0 repositories listed
• Sublinear quantum algorithms for training linear and kernel-based classifiers
  4 Apr 2019 0 repositories listed
• Task Oriented Channel State Information Quantization
  2 Apr 2019 0 repositories listed
• Asymmetric Deep Semantic Quantization for Image Retrieval
  29 Mar 2019 0 repositories listed
• Lattice Functions for the Analysis of Analog-to-Digital Conversion
  28 Mar 2019 0 repositories listed
• Training Quantized Neural Networks with a Full-precision Auxiliary Module
  27 Mar 2019 0 repositories listed
• Understanding Unconventional Preprocessors in Deep Convolutional Neural Networks for Face Identification
  27 Mar 2019 0 repositories listed
• Robustness of Neural Networks to Parameter Quantization
  26 Mar 2019 0 repositories listed
• Local Orthogonal Decomposition for Maximum Inner Product Search
  25 Mar 2019 0 repositories listed
• Deep Learning on Mobile Devices - A Review
  21 Mar 2019 0 repositories listed
• Galaxy classification: A machine learning analysis of GAMA catalogue data
  18 Mar 2019 0 repositories listed
• Prototype-based classifiers in the presence of concept drift: A modelling framework
  18 Mar 2019 0 repositories listed
• Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution
  12 Mar 2019 0 repositories listed
• Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks
  11 Mar 2019 0 repositories listed
• Toward Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning
  11 Mar 2019 0 repositories listed
• On the Quantization of Cellular Neural Networks for Cyber-Physical Systems
  5 Mar 2019 0 repositories listed
• Learning low-precision neural networks without Straight-Through Estimator(STE)
  4 Mar 2019 0 repositories listed
• Ternary Hybrid Neural-Tree Networks for Highly Constrained IoT Applications
  4 Mar 2019 0 repositories listed
• TamperNN: Efficient Tampering Detection of Deployed Neural Nets
  1 Mar 2019 0 repositories listed
• Distributed Learning with Sublinear Communication
  28 Feb 2019 0 repositories listed
• End-to-End Efficient Representation Learning via Cascading Combinatorial Optimization
  28 Feb 2019 0 repositories listed
• Low-Resolution Quantization in Phase Modulated Systems: Optimum Detectors and Error Rate Analysis
  28 Feb 2019 0 repositories listed
• Cluster Regularized Quantization for Deep Networks Compression
  27 Feb 2019 0 repositories listed
• Real-Time detection, classification and DOA estimation of Unmanned Aerial Vehicle
  27 Feb 2019 0 repositories listed
• Novel Near-Optimal Scalar Quantizers with Exponential Decay Rate and Global Convergence
  18 Feb 2019 0 repositories listed
• Quantized Frank-Wolfe: Faster Optimization, Lower Communication, and Projection Free
  17 Feb 2019 0 repositories listed
• AutoQ: Automated Kernel-Wise Neural Network Quantization
  15 Feb 2019 0 repositories listed
• FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary
  8 Feb 2019 0 repositories listed
• Compression of Recurrent Neural Networks for Efficient Language Modeling
  6 Feb 2019 0 repositories listed
• Collaborative Quantization for Cross-Modal Similarity Search
  2 Feb 2019 0 repositories listed
• Supervised Quantization for Similarity Search
  2 Feb 2019 0 repositories listed
• Efficient Hybrid Network Architectures for Extremely Quantized Neural Networks Enabling Intelligence at the Edge
  1 Feb 2019 0 repositories listed
• Model-Based Detector for SSDs in the Presence of Inter-cell Interference
  31 Jan 2019 0 repositories listed
• Distributed Learning with Compressed Gradient Differences
  26 Jan 2019 0 repositories listed
• Subspace Robust Wasserstein Distances
  25 Jan 2019 0 repositories listed
• Nonparametric Inference under B-bits Quantization
  24 Jan 2019 0 repositories listed
• QGAN: Quantized Generative Adversarial Networks
  24 Jan 2019 0 repositories listed
• Toward Joint Image Generation and Compression using Generative Adversarial Networks
  23 Jan 2019 0 repositories listed
• On the Uplink Achievable Rate of Massive MIMO System With Low-Resolution ADC and RF Impairments
  22 Jan 2019 0 repositories listed
• Foothill: A Quasiconvex Regularization for Edge Computing of Deep Neural Networks
  18 Jan 2019 0 repositories listed
• Activation Functions for Generalized Learning Vector Quantization - A Performance Comparison
  17 Jan 2019 0 repositories listed
• Mean Estimation from One-Bit Measurements
  10 Jan 2019 0 repositories listed
• Quantized Epoch-SGD for Communication-Efficient Distributed Learning
  10 Jan 2019 0 repositories listed
• GIF2Video: Color Dequantization and Temporal Interpolation of GIF images
  9 Jan 2019 0 repositories listed