Browse State-of-the-Art › Quantization › Papers, page 47

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 47 of 50: papers 4,601 to 4,700 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.

• Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural Networks
  1 Jun 2018 0 repositories listed
• Feature Quantization for Defending Against Distortion of Images
  1 Jun 2018 0 repositories listed
• MPDCompress - Matrix Permutation Decomposition Algorithm for Deep Neural Network Compression
  30 May 2018 0 repositories listed
• Retraining-Based Iterative Weight Quantization for Deep Neural Networks
  29 May 2018 0 repositories listed
• Convolutional neural network compression for natural language processing
  28 May 2018 0 repositories listed
• Double Quantization for Communication-Efficient Distributed Optimization
  25 May 2018 0 repositories listed
• Deploy Large-Scale Deep Neural Networks in Resource Constrained IoT Devices with Local Quantization Region
  24 May 2018 0 repositories listed
• Deep Learning Inference on Embedded Devices: Fixed-Point vs Posit
  22 May 2018 0 repositories listed
• Compression of Deep Convolutional Neural Networks under Joint Sparsity Constraints
  21 May 2018 0 repositories listed
• DEEPEYE: A Compact and Accurate Video Comprehension at Terminal Devices Compressed with Quantization and Tensorization
  21 May 2018 0 repositories listed
• Quantizing Convolutional Neural Networks for Low-Power High-Throughput Inference Engines
  21 May 2018 0 repositories listed
• Mad Max: Affine Spline Insights into Deep Learning
  17 May 2018 0 repositories listed
• Neural Cache: Bit-Serial In-Cache Acceleration of Deep Neural Networks
  9 May 2018 0 repositories listed
• Towards Accurate and High-Speed Spiking Neuromorphic Systems with Data Quantization-Aware Deep Networks
  8 May 2018 0 repositories listed
• Quantization Mimic: Towards Very Tiny CNN for Object Detection
  6 May 2018 0 repositories listed
• UNIQ: Uniform Noise Injection for Non-Uniform Quantization of Neural Networks
  29 Apr 2018 0 repositories listed
• Accurate Sine-Wave Amplitude Measurements Using Nonlinearly Quantized Data
  28 Apr 2018 0 repositories listed
• Information and Statistical Efficiency When Quantizing Noisy DC Values
  27 Apr 2018 0 repositories listed
• Dynamic Signal Measurements Based on Quantized Data
  26 Apr 2018 0 repositories listed
• Quantized Compressive K-Means
  26 Apr 2018 0 repositories listed
• Robust Anomaly-Based Ship Proposals Detection from Pan-sharpened High-Resolution Satellite Image
  25 Apr 2018 0 repositories listed
• Single-User mmWave Massive MIMO: SVD-based ADC Bit Allocation and Combiner Design
  23 Apr 2018 0 repositories listed
• MQGrad: Reinforcement Learning of Gradient Quantization in Parameter Server
  22 Apr 2018 0 repositories listed
• A Rigorous Analysis of Least Squares Sine Fitting Using Quantized Data: the Random Phase Case
  20 Apr 2018 0 repositories listed
• On the Impact of Fixed Point Hardware for Optical Fiber Nonlinearity Compensation Algorithms
  20 Apr 2018 0 repositories listed
• Value-aware Quantization for Training and Inference of Neural Networks
  20 Apr 2018 0 repositories listed
• Efficient Channel Estimator with Angle-Division Multiple Access
  17 Apr 2018 0 repositories listed
• Pieces of Eight: 8-bit Neural Machine Translation
  13 Apr 2018 0 repositories listed
• Discriminative Cross-View Binary Representation Learning
  4 Apr 2018 0 repositories listed
• A Compressed Sensing Approach for Distribution Matching
  2 Apr 2018 0 repositories listed
• Bernoulli Embeddings for Graphs
  25 Mar 2018 0 repositories listed
• Gradient Descent Quantizes ReLU Network Features
  22 Mar 2018 0 repositories listed
• Incremental Color Quantization for Color-Vision-Deficient Observers Using Mobile Gaming Data
  22 Mar 2018 0 repositories listed
• Unsupervised Semantic Deep Hashing
  19 Mar 2018 0 repositories listed
• Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation
  13 Mar 2018 0 repositories listed
• Hyperdrive: A Multi-Chip Systolically Scalable Binary-Weight CNN Inference Engine
  5 Mar 2018 0 repositories listed
• Learning-Based Dequantization For Image Restoration Against Extremely Poor Illumination
  5 Mar 2018 0 repositories listed
• XNORBIN: A 95 TOp/s/W Hardware Accelerator for Binary Convolutional Neural Networks
  5 Mar 2018 0 repositories listed
• Scalar Quantization as Sparse Least Square Optimization
  1 Mar 2018 0 repositories listed
• L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks
  27 Feb 2018 0 repositories listed
• Autoencoder based image compression: can the learning be quantization independent?
  23 Feb 2018 0 repositories listed
• 3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning
  21 Feb 2018 0 repositories listed
• Binary Constrained Deep Hashing Network for Image Retrieval without Manual Annotation
  21 Feb 2018 0 repositories listed
• Low complexity convolutional neural network for vessel segmentation in portable retinal diagnostic devices
  21 Feb 2018 0 repositories listed
• Simultaneous Compression and Quantization: A Joint Approach for Efficient Unsupervised Hashing
  19 Feb 2018 0 repositories listed
• Cell growth rate dictates the onset of glass to fluid-like transition and long time super-diffusion in an evolving cell colony
  14 Feb 2018 0 repositories listed
• Compressive Sensing Using Iterative Hard Thresholding with Low Precision Data Representation: Theory and Applications
  14 Feb 2018 0 repositories listed
• Persistence Codebooks for Topological Data Analysis
  13 Feb 2018 0 repositories listed
• On the Needs for Rotations in Hypercubic Quantization Hashing
  12 Feb 2018 0 repositories listed
• On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks
  10 Feb 2018 0 repositories listed
• Topologically Controlled Lossy Compression
  8 Feb 2018 0 repositories listed
• Effective Quantization Approaches for Recurrent Neural Networks
  7 Feb 2018 0 repositories listed
• Universal Deep Neural Network Compression
  7 Feb 2018 0 repositories listed
• Recent Advances in Efficient Computation of Deep Convolutional Neural Networks
  3 Feb 2018 0 repositories listed
• Mixed-Resolution Image Representation and Compression with Convolutional Neural Networks
  2 Feb 2018 0 repositories listed
• Alternating Multi-bit Quantization for Recurrent Neural Networks
  1 Feb 2018 0 repositories listed
• A notion of stability for k-means clustering
  29 Jan 2018 0 repositories listed
• Fast binary embeddings, and quantized compressed sensing with structured matrices
  26 Jan 2018 0 repositories listed
• Quantization Error as a Metric for Dynamic Precision Scaling in Neural Net Training
  25 Jan 2018 0 repositories listed
• Quantization Under the Real-world Measure: Fast and Accurate Valuation of Long-dated Contracts
  24 Jan 2018 0 repositories listed
• Zero-Delay Gaussian Joint Source-Channel Coding for the Interference Channel
  24 Jan 2018 0 repositories listed
• Hyperspectral recovery from RGB images using Gaussian Processes
  15 Jan 2018 0 repositories listed
• Adaptive Quantization of Neural Networks
  1 Jan 2018 0 repositories listed
• Automatic Parameter Tying in Neural Networks
  1 Jan 2018 0 repositories listed
• Convergence rate of sign stochastic gradient descent for non-convex functions
  1 Jan 2018 0 repositories listed
• Discrete-Valued Neural Networks Using Variational Inference
  1 Jan 2018 0 repositories listed
• Iterative Deep Compression : Compressing Deep Networks for Classification and Semantic Segmentation
  1 Jan 2018 0 repositories listed
• Variational Network Quantization
  1 Jan 2018 0 repositories listed
• WSNet: Learning Compact and Efficient Networks with Weight Sampling
  1 Jan 2018 0 repositories listed
• Automated flow for compressing convolution neural networks for efficient edge-computation with FPGA
  18 Dec 2017 0 repositories listed
• Data Clustering using a Hybrid of Fuzzy C-Means and Quantum-behaved Particle Swarm Optimization
  15 Dec 2017 0 repositories listed
• Exploiting Modern Hardware for High-Dimensional Nearest Neighbor Search
  8 Dec 2017 0 repositories listed
• AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training
  7 Dec 2017 0 repositories listed
• Stacked Denoising Autoencoders and Transfer Learning for Immunogold Particles Detection and Recognition
  7 Dec 2017 0 repositories listed
• Adaptive Quantization for Deep Neural Network
  4 Dec 2017 0 repositories listed
• Avaliação do método dialético na quantização de imagens multiespectrais
  3 Dec 2017 0 repositories listed
• Fuzzy-Based Dialectical Non-Supervised Image Classification and Clustering
  3 Dec 2017 0 repositories listed
• Triagem virtual de imagens de imuno-histoquímica usando redes neurais artificiais e espectro de padrões
  3 Dec 2017 0 repositories listed
• Multiscale Quantization for Fast Similarity Search
  1 Dec 2017 0 repositories listed
• Practical Data-Dependent Metric Compression with Provable Guarantees
  1 Dec 2017 0 repositories listed
• Simple strategies for recovering inner products from coarsely quantized random projections
  1 Dec 2017 0 repositories listed
• Online Product Quantization
  29 Nov 2017 0 repositories listed
• WSNet: Compact and Efficient Networks Through Weight Sampling
  28 Nov 2017 0 repositories listed
• Expectation maximization transfer learning and its application for bionic hand prostheses
  25 Nov 2017 0 repositories listed
• Warped-Linear Models for Time Series Classification
  24 Nov 2017 0 repositories listed
• End-to-End Supervised Product Quantization for Image Search and Retrieval
  23 Nov 2017 0 repositories listed
• Design of Sampling Set for Bandlimited Graph Signal Estimation
  20 Nov 2017 0 repositories listed
• qBitcoin: A Peer-to-Peer Quantum Cash System
  19 Nov 2017 0 repositories listed
• A Genetic Algorithm Approach for ImageRepresentation Learning through Color Quantization
  18 Nov 2017 0 repositories listed
• ADaPTION: Toolbox and Benchmark for Training Convolutional Neural Networks with Reduced Numerical Precision Weights and Activation
  13 Nov 2017 0 repositories listed
• Quantized Memory-Augmented Neural Networks
  10 Nov 2017 0 repositories listed
• Distribution-Preserving k-Anonymity
  5 Nov 2017 0 repositories listed
• Efficient Inferencing of Compressed Deep Neural Networks
  1 Nov 2017 0 repositories listed
• SUT System Description for Anti-Spoofing 2017 Challenge
  1 Nov 2017 0 repositories listed
• Deep Hashing with Triplet Quantization Loss
  31 Oct 2017 0 repositories listed
• Quantization goes Polynomial
  31 Oct 2017 0 repositories listed
• Using the quantization error from Self-Organized Map (SOM) output for detecting critical variability in large bodies of image time series in less than a minute
  29 Oct 2017 0 repositories listed
• End-to-End Optimized Speech Coding with Deep Neural Networks
  25 Oct 2017 0 repositories listed
• High Five: Improving Gesture Recognition by Embracing Uncertainty
  25 Oct 2017 0 repositories listed
• A Survey of Model Compression and Acceleration for Deep Neural Networks
  23 Oct 2017 0 repositories listed