Browse State-of-the-Art › Quantization › Papers, page 35

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 35 of 50: papers 3,401 to 3,500 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.

• A Directed-Evolution Method for Sparsification and Compression of Neural Networks with Application to Object Identification and Segmentation and considerations of optimal quantization using small number of bits
  12 Jun 2022 0 repositories listed
• Preprocessing Enhanced Image Compression for Machine Vision
  12 Jun 2022 0 repositories listed
• Convex Quantization Preserves Logconcavity
  11 Jun 2022 0 repositories listed
• Real-time Hyper-Dimensional Reconfiguration at the Edge using Hardware Accelerators
  10 Jun 2022 0 repositories listed
• HideNseek: Federated Lottery Ticket via Server-side Pruning and Sign Supermask
  9 Jun 2022 0 repositories listed
• SDQ: Stochastic Differentiable Quantization with Mixed Precision
  9 Jun 2022 0 repositories listed
• Gradient Obfuscation Gives a False Sense of Security in Federated Learning
  8 Jun 2022 0 repositories listed
• Low-complexity acoustic scene classification in DCASE 2022 Challenge
  8 Jun 2022 0 repositories listed
• Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications
  8 Jun 2022 0 repositories listed
• Enhancing Strong PUF Security with Non-monotonic Response Quantization
  7 Jun 2022 0 repositories listed
• Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation
  5 Jun 2022 0 repositories listed
• Completion Time Minimization of Fog-RAN-Assisted Federated Learning With Rate-Splitting Transmission
  3 Jun 2022 0 repositories listed
• Long Scale Error Control in Low Light Image and Video Enhancement Using Equivariance
  2 Jun 2022 0 repositories listed
• Resource Allocation for Compression-aided Federated Learning with High Distortion Rate
  2 Jun 2022 0 repositories listed
• On the Role of Spatial Effects in Early Estimates of Disease Infectiousness: A Second Quantization Approach
  31 May 2022 0 repositories listed
• Efficient-Adam: Communication-Efficient Distributed Adam
  28 May 2022 0 repositories listed
• Q-LIC: Quantizing Learned Image Compression with Channel Splitting
  28 May 2022 0 repositories listed
• FCN-Pose: A Pruned and Quantized CNN for Robot Pose Estimation for Constrained Devices
  26 May 2022 0 repositories listed
• Federated Split BERT for Heterogeneous Text Classification
  26 May 2022 0 repositories listed
• QUIC-FL: Quick Unbiased Compression for Federated Learning
  26 May 2022 0 repositories listed
• A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps
  25 May 2022 0 repositories listed
• Sparse*BERT: Sparse Models Generalize To New tasks and Domains
  25 May 2022 0 repositories listed Syntology 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples)
• Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models
  25 May 2022 0 repositories listed
• Approximation speed of quantized vs. unquantized ReLU neural networks and beyond
  24 May 2022 0 repositories listed
• Few-bit Quantization of Neural Networks for Nonlinearity Mitigation in a Fiber Transmission Experiment
  23 May 2022 0 repositories listed
• OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization
  23 May 2022 0 repositories listed
• Nonparametric Decentralized Detection and Sparse Sensor Selection via Multi-Sensor Online Kernel Scalar Quantization
  21 May 2022 0 repositories listed
• Energy-efficient Deployment of Deep Learning Applications on Cortex-M based Microcontrollers using Deep Compression
  20 May 2022 0 repositories listed
• QADAM: Quantization-Aware DNN Accelerator Modeling for Pareto-Optimality
  20 May 2022 0 repositories listed
• Service Delay Minimization for Federated Learning over Mobile Devices
  19 May 2022 0 repositories listed
• Positional Information is All You Need: A Novel Pipeline for Self-Supervised SVDE from Videos
  18 May 2022 0 repositories listed
• A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization
  17 May 2022 0 repositories listed
• QAPPA: Quantization-Aware Power, Performance, and Area Modeling of DNN Accelerators
  17 May 2022 0 repositories listed
• Towards Robust Low Light Image Enhancement
  17 May 2022 0 repositories listed
• Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml
  16 May 2022 0 repositories listed
• A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification
  14 May 2022 0 repositories listed
• Tighter Regret Analysis and Optimization of Online Federated Learning
  13 May 2022 0 repositories listed
• Adaptive Block Floating-Point for Analog Deep Learning Hardware
  12 May 2022 0 repositories listed
• Neural Network-based OFDM Receiver for Resource Constrained IoT Devices
  12 May 2022 0 repositories listed
• A 14uJ/Decision Keyword Spotting Accelerator with In-SRAM-Computing and On Chip Learning for Customization
  10 May 2022 0 repositories listed
• Neuromimetic Linear Systems -- Resilience and Learning
  10 May 2022 0 repositories listed
• Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
  10 May 2022 0 repositories listed
• Protecting Data from all Parties: Combining FHE and DP in Federated Learning
  9 May 2022 0 repositories listed
• Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms
  7 May 2022 0 repositories listed
• Online Model Compression for Federated Learning with Large Models
  6 May 2022 0 repositories listed
• MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators
  3 May 2022 0 repositories listed
• Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization
  30 Apr 2022 0 repositories listed
• Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications
  25 Apr 2022 0 repositories listed
• Federated Learning with Lossy Distributed Source Coding: Analysis and Optimization
  23 Apr 2022 0 repositories listed
• Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach
  21 Apr 2022 0 repositories listed
• How to Attain Communication-Efficient DNN Training? Convert, Compress, Correct
  18 Apr 2022 0 repositories listed
• INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold
  15 Apr 2022 0 repositories listed
• Composite Code Sparse Autoencoders for first stage retrieval
  14 Apr 2022 0 repositories listed
• Joint Coreset Construction and Quantization for Distributed Machine Learning
  13 Apr 2022 0 repositories listed
• Secure Formation Control via Edge Computing Enabled by Fully Homomorphic Encryption and Mixed Uniform-Logarithmic Quantization
  13 Apr 2022 0 repositories listed
• Channel Pruning In Quantization-aware Training: An Adaptive Projection-gradient Descent-shrinkage-splitting Method
  9 Apr 2022 0 repositories listed
• Non-asymptotic spectral bounds on the ε-entropy of kernel classes
  9 Apr 2022 0 repositories listed
• Data-Free Quantization with Accurate Activation Clipping and Adaptive Batch Normalization
  8 Apr 2022 0 repositories listed
• Deep Learning-Based Intra Mode Derivation for Versatile Video Coding
  8 Apr 2022 0 repositories listed
• Unsupervised Quantized Prosody Representation for Controllable Speech Synthesis
  7 Apr 2022 0 repositories listed
• Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data
  2 Apr 2022 0 repositories listed
• Scaling Language Model Size in Cross-Device Federated Learning
  31 Mar 2022 0 repositories listed
• Ternary and Binary Quantization for Improved Classification
  31 Mar 2022 0 repositories listed
• Compact Token Representations with Contextual Quantization for Efficient Document Re-ranking
  29 Mar 2022 0 repositories listed
• Eventor: An Efficient Event-Based Monocular Multi-View Stereo Accelerator on FPGA Platform
  29 Mar 2022 0 repositories listed
• New pyramidal hybrid textural and deep features based automatic skin cancer classification model: Ensemble DarkNet and textural feature extractor
  28 Mar 2022 0 repositories listed
• Reverse Link Analysis for Full-Duplex Cellular Networks with Low Resolution ADC/DAC
  28 Mar 2022 0 repositories listed
• REx: Data-Free Residual Quantization Error Expansion
  28 Mar 2022 0 repositories listed
• SPIQ: Data-Free Per-Channel Static Input Quantization
  28 Mar 2022 0 repositories listed
• LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization
  25 Mar 2022 0 repositories listed
• MKQ-BERT: Quantized BERT with 4-bits Weights and Activations
  25 Mar 2022 0 repositories listed
• Fast on-line signature recognition based on VQ with time modeling
  23 Mar 2022 0 repositories listed
• Mokey: Enabling Narrow Fixed-Point Inference for Out-of-the-Box Floating-Point Transformer Models
  23 Mar 2022 0 repositories listed
• FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs with Dynamic Fixed-Point Representation
  22 Mar 2022 0 repositories listed
• Compression of Generative Pre-trained Language Models via Quantization
  21 Mar 2022 0 repositories listed
• Image Storage on Synthetic DNA Using Autoencoders
  18 Mar 2022 0 repositories listed
• Symbol quantization in interstellar communications: methods and observations
  18 Mar 2022 0 repositories listed
• Neural Compression-Based Feature Learning for Video Restoration
  17 Mar 2022 0 repositories listed
• Covariance Recovery for One-Bit Sampled Data With Time-Varying Sampling Thresholds-Part I: Stationary Signals
  16 Mar 2022 0 repositories listed
• Learning Spatio-Temporal Downsampling for Effective Video Upscaling
  15 Mar 2022 0 repositories listed
• Privacy-Preserving Speech Representation Learning using Vector Quantization
  15 Mar 2022 0 repositories listed
• Video Coding for Machines with Feature-Based Rate-Distortion Optimization
  11 Mar 2022 0 repositories listed
• Wireless Quantized Federated Learning: A Joint Computation and Communication Design
  11 Mar 2022 0 repositories listed
• An Empirical Study of Low Precision Quantization for TinyML
  10 Mar 2022 0 repositories listed
• Correlated quantization for distributed mean estimation and optimization
  9 Mar 2022 0 repositories listed
• Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes
  9 Mar 2022 0 repositories listed
• Neural Network Training on In-memory-computing Hardware with Radix-4 Gradients
  9 Mar 2022 0 repositories listed
• Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks
  9 Mar 2022 0 repositories listed
• Practical cognitive speech compression
  8 Mar 2022 0 repositories listed
• YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers
  8 Mar 2022 0 repositories listed
• A comparative study of several ADPCM schemes with linear and nonlinear prediction
  7 Mar 2022 0 repositories listed
• Forward Link Analysis for Full-Duplex Cellular Networks with Low Resolution ADC/DAC
  7 Mar 2022 0 repositories listed
• Non-linear predictive vector quantization of speech
  7 Mar 2022 0 repositories listed
• Tabula: Efficiently Computing Nonlinear Activation Functions for Secure Neural Network Inference
  5 Mar 2022 0 repositories listed
• Improving the Energy Efficiency and Robustness of tinyML Computer Vision using Log-Gradient Input Images
  4 Mar 2022 0 repositories listed
• On the relevance of language in speaker recognition
  4 Mar 2022 0 repositories listed
• Transformations in Learned Image Compression from a Modulation Perspective
  4 Mar 2022 0 repositories listed
• ARM 4-BIT PQ: SIMD-based Acceleration for Approximate Nearest Neighbor Search on ARM
  3 Mar 2022 0 repositories listed
• Joint Optimization of Rate, Distortion, and Decoding Energy for HEVC Intraframe Coding
  3 Mar 2022 0 repositories listed
• Region-of-Interest Based Neural Video Compression
  3 Mar 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.