Browse State-of-the-Art › Quantization › Papers, page 39

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 39 of 50: papers 3,801 to 3,900 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.

• EuclidNets: Combining hardware and architecture design for Efficient Inference and Training
  21 May 2021 0 repositories listed
• Revisiting Multi-Codebook Quantization
  21 May 2021 0 repositories listed
• DoStoVoQ: Doubly Stochastic Voronoi Vector Quantization SGD for Federated Learning
  21 May 2021 0 repositories listed
• Model Compression
  20 May 2021 0 repositories listed
• BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer
  19 May 2021 0 repositories listed
• Self-supervised Remote Sensing Images Change Detection at Pixel-level
  18 May 2021 0 repositories listed
• Is In-Domain Data Really Needed? A Pilot Study on Cross-Domain Calibration for Network Quantization
  16 May 2021 0 repositories listed
• Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence
  15 May 2021 0 repositories listed
• Quantized Proximal Averaging Network for Analysis Sparse Coding
  13 May 2021 0 repositories listed
• A CNN-based Prediction-Aware Quality Enhancement Framework for VVC
  12 May 2021 0 repositories listed
• Deep and Shallow Covariance Feature Quantization for 3D Facial Expression Recognition
  12 May 2021 0 repositories listed
• 3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low BitwidthQuantization, and Ultra-Low Latency Acceleration
  11 May 2021 0 repositories listed
• Estimation and Quantization of Expected Persistence Diagrams
  11 May 2021 0 repositories listed
• In-Hindsight Quantization Range Estimation for Quantized Training
  10 May 2021 0 repositories listed
• RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things
  9 May 2021 0 repositories listed
• Model Selection CNN-based VVC QualityEnhancement
  7 May 2021 0 repositories listed
• Q-Rater: Non-Convex Optimization for Post-Training Uniform Quantization
  5 May 2021 0 repositories listed
• A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC
  4 May 2021 0 repositories listed
• One Model for All Quantization: A Quantized Network Supporting Hot-Swap Bit-Width Adjustment
  4 May 2021 0 repositories listed
• Training Quantized Neural Networks to Global Optimality via Semidefinite Programming
  4 May 2021 0 repositories listed
• On the Adversarial Robustness of Quantized Neural Networks
  1 May 2021 0 repositories listed
• Memory-Efficient Deep Learning Inference in Trusted Execution Environments
  30 Apr 2021 0 repositories listed
• NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization
  28 Apr 2021 0 repositories listed
• HAO: Hardware-aware neural Architecture Optimization for Efficient Inference
  26 Apr 2021 0 repositories listed
• Spatio-Temporal Pruning and Quantization for Low-latency Spiking Neural Networks
  26 Apr 2021 0 repositories listed
• Quantization of Deep Neural Networks for Accurate Edge Computing
  25 Apr 2021 0 repositories listed
• Do All MobileNets Quantize Poorly? Gaining Insights into the Effect of Quantization on Depthwise Separable Convolutional Networks Through the Eyes of Multi-scale Distributional Dynamics
  24 Apr 2021 0 repositories listed
• FPGA Implementations of Layered MinSum LDPC Decoders Using RCQ Message Passing
  19 Apr 2021 0 repositories listed
• Homomorphic Encryption-Enabled Distance-Based Distributed Formation Control with Distance Mismatch Estimators
  15 Apr 2021 0 repositories listed
• Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing
  15 Apr 2021 0 repositories listed
• End-to-end Keyword Spotting using Neural Architecture Search and Quantization
  14 Apr 2021 0 repositories listed
• NoiseVC: Towards High Quality Zero-Shot Voice Conversion
  13 Apr 2021 0 repositories listed
• Soft then Hard: Rethinking the Quantization in Neural Image Compression
  12 Apr 2021 0 repositories listed
• A Novel Unified Model for Multi-exposure Stereo Coding Based on Low Rank Tucker-ALS and 3D-HEVC
  10 Apr 2021 0 repositories listed
• Q-matrix Unaware Double JPEG Detection using DCT-Domain Deep BiLSTM Network
  10 Apr 2021 0 repositories listed
• Functional quantization of rough volatility and applications to volatility derivatives
  9 Apr 2021 0 repositories listed
• Quantized State Feedback Stabilization of Nonlinear Systems under Denial-of-Service
  9 Apr 2021 0 repositories listed
• Towards On-Device Face Recognition in Body-worn Cameras
  7 Apr 2021 0 repositories listed
• Binary Neural Network for Speaker Verification
  6 Apr 2021 0 repositories listed
• TENT: Efficient Quantization of Neural Networks on the tiny Edge with Tapered FixEd PoiNT
  6 Apr 2021 0 repositories listed
• Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD
  2 Apr 2021 0 repositories listed
• Arabic Compact Language Modelling for Resource Limited Devices
  1 Apr 2021 0 repositories listed
• Bit-Mixer: Mixed-precision networks with runtime bit-width selection
  31 Mar 2021 0 repositories listed
• 1-Bit Compressive Sensing for Efficient Federated Learning Over the Air
  30 Mar 2021 0 repositories listed
• Zero-shot Adversarial Quantization
  29 Mar 2021 0 repositories listed
• Automated Backend-Aware Post-Training Quantization
  27 Mar 2021 0 repositories listed
• Scalable and Efficient Neural Speech Coding: A Hybrid Design
  27 Mar 2021 0 repositories listed
• Hierarchical Federated Learning with Quantization: Convergence Analysis and System Design
  26 Mar 2021 0 repositories listed
• A Survey of Quantization Methods for Efficient Neural Network Inference
  25 Mar 2021 0 repositories listed
• DNN Quantization with Attention
  24 Mar 2021 0 repositories listed
• RPVNet: A Deep and Efficient Range-Point-Voxel Fusion Network for LiDAR Point Cloud Segmentation
  24 Mar 2021 0 repositories listed
• Decomposing Normal and Abnormal Features of Medical Images into Discrete Latent Codes for Content-Based Image Retrieval
  23 Mar 2021 0 repositories listed
• The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures
  23 Mar 2021 0 repositories listed
• Evaluating Post-Training Compression in GANs using Locality-Sensitive Hashing
  22 Mar 2021 0 repositories listed
• n-hot: Efficient bit-level sparsity for powers-of-two neural network quantization
  22 Mar 2021 0 repositories listed
• Resilient Control under Quantization and Denial-of-Service: Co-designing a Deadbeat Controller and Transmission Protocol
  22 Mar 2021 0 repositories listed
• Set-Theoretic Learning for Detection in Cell-Less C-RAN Systems
  21 Mar 2021 0 repositories listed
• Data-free mixed-precision quantization using novel sensitivity metric
  18 Mar 2021 0 repositories listed
• Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case
  18 Mar 2021 0 repositories listed
• Learned Gradient Compression for Distributed Deep Learning
  16 Mar 2021 0 repositories listed
• BDD4BNN: A BDD-based Quantitative Analysis Framework for Binarized Neural Networks
  12 Mar 2021 0 repositories listed
• Learnable Companding Quantization for Accurate Low-bit Neural Networks
  12 Mar 2021 0 repositories listed
• VMAF-based Bitrate Ladder Estimation for Adaptive Streaming
  12 Mar 2021 0 repositories listed
• Quantization-Guided Training for Compact TinyML Models
  10 Mar 2021 0 repositories listed
• MWQ: Multiscale Wavelet Quantized Neural Networks
  9 Mar 2021 0 repositories listed
• Wav2vec-C: A Self-supervised Model for Speech Representation Learning
  9 Mar 2021 0 repositories listed
• Reliability-Aware Quantization for Anti-Aging NPUs
  8 Mar 2021 0 repositories listed
• Deep Neural Network Models Compression
  4 Mar 2021 0 repositories listed
• Effective and Fast: A Novel Sequential Single Path Search for Mixed-Precision Quantization
  4 Mar 2021 0 repositories listed
• NETWORK COMPRESSION FOR MACHINE-LEARNT FLUID SIMULATIONS
  4 Mar 2021 0 repositories listed
• Neural Network-based Quantization for Network Automation
  4 Mar 2021 0 repositories listed
• Adaptive Transmission for Distributed Detection in Energy Harvesting Wireless Sensor Networks
  3 Mar 2021 0 repositories listed
• A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition
  2 Mar 2021 0 repositories listed
• Improved Techniques for Quantizing Deep Networks with Adaptive Bit-Widths
  2 Mar 2021 0 repositories listed
• SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network
  2 Mar 2021 0 repositories listed
• Diversifying Sample Generation for Accurate Data-Free Quantization
  1 Mar 2021 0 repositories listed
• SWIS -- Shared Weight bIt Sparsity for Efficient Neural Network Acceleration
  1 Mar 2021 0 repositories listed
• Human Symmetry Uncertainty Detected by a Self-Organizing Neural Network Map
  27 Feb 2021 0 repositories listed
• Fronthaul Compression and Passive Beamforming Design for Intelligent Reflecting Surface-aided Cloud Radio Access Networks
  25 Feb 2021 0 repositories listed
• Improving Approximate Optimal Transport Distances using Quantization
  25 Feb 2021 0 repositories listed
• Quantization Algorithms for Random Fourier Features
  25 Feb 2021 0 repositories listed
• FIXAR: A Fixed-Point Deep Reinforcement Learning Platform with Quantization-Aware Training and Adaptive Parallelism
  24 Feb 2021 0 repositories listed
• QuPeL: Quantized Personalization with Applications to Federated Learning
  23 Feb 2021 0 repositories listed
• Multi-Agent Consensus Subject to Communication and Privacy Constraints
  21 Feb 2021 0 repositories listed
• Peering Beyond the Gradient Veil with Distributed Auto Differentiation
  18 Feb 2021 0 repositories listed
• GradFreeBits: Gradient Free Bit Allocation for Dynamic Low Precision Neural Networks
  18 Feb 2021 0 repositories listed
• RFI Mitigation for One-bit UWB Radar Systems
  17 Feb 2021 0 repositories listed
• An Implementation of Vector Quantization using the Genetic Algorithm Approach
  16 Feb 2021 0 repositories listed
• The Wavefunction of Continuous-Time Recurrent Neural Networks
  13 Feb 2021 0 repositories listed
• Group Quantization of Quadratic Hamiltonians in Finance
  10 Feb 2021 0 repositories listed
• Distribution Adaptive INT8 Quantization for Training CNNs
  9 Feb 2021 0 repositories listed
• Sparsification via Compressed Sensing for Automatic Speech Recognition
  9 Feb 2021 0 repositories listed
• Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning
  8 Feb 2021 0 repositories listed
• Communication-efficient k-Means for Edge-based Machine Learning
  8 Feb 2021 0 repositories listed
• VS-Quant: Per-vector Scaled Quantization for Accurate Low-Precision Neural Network Inference
  8 Feb 2021 0 repositories listed
• Symbolic Models for Infinite Networks of Control Systems: A Compositional Approach
  5 Feb 2021 0 repositories listed
• Low Bit-Rate Wideband Speech Coding: A Deep Generative Model based Approach
  4 Feb 2021 0 repositories listed
• Progressive Neural Image Compression with Nested Quantization and Latent Ordering
  4 Feb 2021 0 repositories listed
• Image Splicing Detection, Localization and Attribution via JPEG Primary Quantization Matrix Estimation and Clustering
  2 Feb 2021 0 repositories listed
• Probabilistic Learning Vector Quantization on Manifold of Symmetric Positive Definite Matrices
  1 Feb 2021 0 repositories listed