Browse State-of-the-Art › Quantization › Papers, page 48

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 48 of 50: papers 4,701 to 4,800 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.

• Low Precision RNNs: Quantizing RNNs Without Losing Accuracy
  20 Oct 2017 0 repositories listed
• Vector Quantization using the Improved Differential Evolution Algorithm for Image Compression
  15 Oct 2017 0 repositories listed
• STDP Based Pruning of Connections and Weight Quantization in Spiking Neural Networks for Energy Efficient Recognition
  12 Oct 2017 0 repositories listed
• Quantized Minimum Error Entropy Criterion
  11 Oct 2017 0 repositories listed
• 3D Surface Detail Enhancement From a Single Normal Map
  1 Oct 2017 0 repositories listed
• AnnArbor: Approximate Nearest Neighbors Using Arborescence Coding
  1 Oct 2017 0 repositories listed
• Compressive Quantization for Fast Object Instance Search in Videos
  1 Oct 2017 0 repositories listed
• Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary Networks
  19 Sep 2017 0 repositories listed
• E²BoWs: An End-to-End Bag-of-Words Model via Deep Convolutional Neural Network
  18 Sep 2017 0 repositories listed
• Simulated Annealing for JPEG Quantization
  3 Sep 2017 0 repositories listed
• Towards Compact and Fast Neural Machine Translation Using a Combined Method
  1 Sep 2017 0 repositories listed
• Performance Guaranteed Network Acceleration via High-Order Residual Quantization
  29 Aug 2017 0 repositories listed
• Neural Networks Compression for Language Modeling
  20 Aug 2017 0 repositories listed
• Deep Neural Network Capacity
  16 Aug 2017 0 repositories listed
• SUBIC: A supervised, structured binary code for image search
  9 Aug 2017 0 repositories listed
• ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning
  1 Aug 2017 0 repositories listed
• Extremely Low Bit Neural Network: Squeeze the Last Bit Out with ADMM
  24 Jul 2017 0 repositories listed
• A multi-layer image representation using Regularized Residual Quantization: application to compression and denoising
  7 Jul 2017 0 repositories listed
• Deep Visual-Semantic Quantization for Efficient Image Retrieval
  1 Jul 2017 0 repositories listed
• Learning Deep Binary Descriptor With Multi-Quantization
  1 Jul 2017 0 repositories listed
• Product Split Trees
  1 Jul 2017 0 repositories listed
• Weighted-Entropy-Based Quantization for Deep Neural Networks
  1 Jul 2017 0 repositories listed
• Balanced Quantization: An Effective and Efficient Approach to Quantized Neural Networks
  22 Jun 2017 0 repositories listed
• Representation Learning using Event-based STDP
  20 Jun 2017 0 repositories listed
• Gradient Diversity: a Key Ingredient for Scalable Distributed Learning
  18 Jun 2017 0 repositories listed
• SEP-Nets: Small and Effective Pattern Networks
  13 Jun 2017 0 repositories listed
• 3D Pathfinding and Collision Avoidance Using Uneven Search-space Quantization and Visual Cone Search
  5 Jun 2017 0 repositories listed
• Image Compression Based on Compressive Sensing: End-to-End Comparison with JPEG
  3 Jun 2017 0 repositories listed
• A Vision System for Multi-View Face Recognition
  1 Jun 2017 0 repositories listed
• Residual Expansion Algorithm: Fast and Effective Optimization for Nonconvex Least Squares Problems
  26 May 2017 0 repositories listed
• LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems
  16 May 2017 0 repositories listed
• Incremental Learning Through Deep Adaptation
  11 May 2017 0 repositories listed
• Compressive Estimation of a Stochastic Process with Unknown Autocorrelation Function
  9 May 2017 0 repositories listed
• Robust tracking of respiratory rate in high-dynamic range scenes using mobile thermal imaging
  8 May 2017 0 repositories listed
• Learning of Gaussian Processes in Distributed and Communication Limited Systems
  7 May 2017 0 repositories listed
• Algorithmic trading in a microstructural limit order book model
  3 May 2017 0 repositories listed
• Ternary Neural Networks with Fine-Grained Quantization
  2 May 2017 0 repositories listed
• Acoustic Model Compression with MAP adaptation
  1 May 2017 0 repositories listed
• Regularized Residual Quantization: a multi-layer sparse dictionary learning approach
  1 May 2017 0 repositories listed
• PQTable: Non-exhaustive Fast Search for Product-quantized Codes using Hash Tables
  21 Apr 2017 0 repositories listed
• Pyramid Vector Quantization for Deep Learning
  10 Apr 2017 0 repositories listed
• WRPN: Training and Inference using Wide Reduced-Precision Networks
  10 Apr 2017 0 repositories listed
• Enhance Feature Discrimination for Unsupervised Hashing
  6 Apr 2017 0 repositories listed
• Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations
  3 Apr 2017 0 repositories listed
• Asymmetric Learning Vector Quantization for Efficient Nearest Neighbor Classification in Dynamic Time Warping Spaces
  24 Mar 2017 0 repositories listed
• End-to-end Binary Representation Learning via Direct Binary Embedding
  15 Mar 2017 0 repositories listed
• Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification
  8 Mar 2017 0 repositories listed
• Unsupervised Triplet Hashing for Fast Image Retrieval
  28 Feb 2017 0 repositories listed
• Fixed-point optimization of deep neural networks with adaptive step size retraining
  27 Feb 2017 0 repositories listed
• Low-Precision Batch-Normalized Activations
  27 Feb 2017 0 repositories listed
• Memory-Efficient Global Refinement of Decision-Tree Ensembles and its Application to Face Alignment
  27 Feb 2017 0 repositories listed
• Hashing in the Zero Shot Framework with Domain Adaptation
  7 Feb 2017 0 repositories listed
• Mixed Low-precision Deep Learning Inference using Dynamic Fixed Point
  31 Jan 2017 0 repositories listed
• Scalable Nearest Neighbor Search based on kNN Graph
  30 Jan 2017 0 repositories listed
• Compression of Deep Neural Networks for Image Instance Retrieval
  18 Jan 2017 0 repositories listed
• Automated Linear-Time Detection and Quality Assessment of Superpixels in Uncalibrated True- or False-Color RGB Images
  8 Jan 2017 0 repositories listed
• Classification Accuracy Improvement for Neuromorphic Computing Systems with One-level Precision Synapses
  7 Jan 2017 0 repositories listed
• Distinguishing Posed and Spontaneous Smiles by Facial Dynamics
  6 Jan 2017 0 repositories listed
• Mixed one-bit compressive sensing with applications to overexposure correction for CT reconstruction
  3 Jan 2017 0 repositories listed
• Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection
  19 Dec 2016 0 repositories listed
• Deep Residual Hashing
  16 Dec 2016 0 repositories listed
• Understanding the Impact of Precision Quantization on the Accuracy and Energy of Neural Networks
  12 Dec 2016 0 repositories listed
• Towards the Limit of Network Quantization
  5 Dec 2016 0 repositories listed
• Clustering with Bregman Divergences: an Asymptotic Analysis
  1 Dec 2016 0 repositories listed
• ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA
  1 Dec 2016 0 repositories listed
• Learning Succinct Models: Pipelined Compression with L1-Regularization, Hashing, Elias-Fano Indices, and Quantization
  1 Dec 2016 0 repositories listed
• Quantized Random Projections and Non-Linear Estimation of Cosine Similarity
  1 Dec 2016 0 repositories listed
• Deep Quantization: Encoding Convolutional Activations with Deep Generative Model
  29 Nov 2016 0 repositories listed
• Efficient Convolutional Neural Network with Binary Quantization Layer
  21 Nov 2016 0 repositories listed
• Quantized neural network design under weight capacity constraint
  19 Nov 2016 0 repositories listed
• Associative Memories to Accelerate Approximate Nearest Neighbor Search
  10 Nov 2016 0 repositories listed
• Distributed Mean Estimation with Limited Communication
  2 Nov 2016 0 repositories listed
• Accurate Deep Representation Quantization with Gradient Snapping Layer for Similarity Search
  30 Oct 2016 0 repositories listed
• Structured adaptive and random spinners for fast machine learning computations
  19 Oct 2016 0 repositories listed
• Federated Learning: Strategies for Improving Communication Efficiency
  18 Oct 2016 0 repositories listed
• Reliability of PET/CT shape and heterogeneity features in functional and morphological components of Non-Small Cell Lung Cancer tumors: a repeatability analysis in a prospective multi-center cohort
  5 Oct 2016 0 repositories listed
• Fast learning rates with heavy-tailed losses
  29 Sep 2016 0 repositories listed
• Online Categorical Subspace Learning for Sketching Big Data with Misses
  27 Sep 2016 0 repositories listed
• On Randomized Distributed Coordinate Descent with Quantized Updates
  18 Sep 2016 0 repositories listed
• Generalized residual vector quantization for large scale data
  17 Sep 2016 0 repositories listed
• Discovering Patterns in Time-Varying Graphs: A Triclustering Approach
  29 Aug 2016 0 repositories listed
• Approximate search with quantized sparse representations
  10 Aug 2016 0 repositories listed
• A 58.6mW Real-Time Programmable Object Detector with Multi-Scale Multi-Object Support Using Deformable Parts Model on 1920x1080 Video at 30fps
  27 Jul 2016 0 repositories listed
• End-to-end optimization of nonlinear transform codes for perceptual quality
  18 Jul 2016 0 repositories listed
• On the efficient representation and execution of deep acoustic models
  15 Jul 2016 0 repositories listed
• Intra-layer Nonuniform Quantization for Deep Convolutional Neural Network
  10 Jul 2016 0 repositories listed
• Random Walk Graph Laplacian based Smoothness Prior for Soft Decoding of JPEG Images
  7 Jul 2016 0 repositories listed
• Adaptive Training of Random Mapping for Data Quantization
  28 Jun 2016 0 repositories listed
• Fast, Compact, and High Quality LSTM-RNN Based Statistical Parametric Speech Synthesizers for Mobile Devices
  20 Jun 2016 0 repositories listed
• Deep neural networks are robust to weight binarization and other non-linear distortions
  7 Jun 2016 0 repositories listed
• Learning Power Spectrum Maps from Quantized Power Measurements
  7 Jun 2016 0 repositories listed
• Pairwise Quantization
  5 Jun 2016 0 repositories listed
• Comparison of 14 different families of classification algorithms on 115 binary datasets
  2 Jun 2016 0 repositories listed
• A Survey on Learning to Hash
  1 Jun 2016 0 repositories listed
• HyperDepth: Learning Depth From Structured Light Without Matching
  1 Jun 2016 0 repositories listed
• Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks
  1 Jun 2016 0 repositories listed
• Mining 3D Key-Pose-Motifs for Action Recognition
  1 Jun 2016 0 repositories listed
• Multilinear Hyperplane Hashing
  1 Jun 2016 0 repositories listed
• Shortlist Selection With Residual-Aware Distance Estimator for K-Nearest Neighbor Search
  1 Jun 2016 0 repositories listed
• TripleSpin - a generic compact paradigm for fast machine learning computations
  29 May 2016 0 repositories listed