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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 41 of 50: papers 4,001 to 4,100 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.

• INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices
  28 Oct 2020 0 repositories listed
• FD Cell-Free mMIMO: Analysis and Optimization
  27 Oct 2020 0 repositories listed
• Full-Duplex Cell-Free mMIMO Systems: Analysis and Decentralized Optimization
  27 Oct 2020 0 repositories listed
• A QP-adaptive Mechanism for CNN-based Filter in Video Coding
  25 Oct 2020 0 repositories listed
• MARS: Multi-macro Architecture SRAM CIM-Based Accelerator with Co-designed Compressed Neural Networks
  24 Oct 2020 0 repositories listed
• Millimeter Wave MIMO Channel Estimation with 1-bit Spatial Sigma-delta Analog-to-Digital Converters
  23 Oct 2020 0 repositories listed
• Recovery of sparse linear classifiers from mixture of responses
  22 Oct 2020 0 repositories listed
• Mixed-Precision Embedding Using a Cache
  21 Oct 2020 0 repositories listed
• Comparing Fisher Information Regularization with Distillation for DNN Quantization
  19 Oct 2020 0 repositories listed
• Robustness-aware 2-bit quantization with real-time performance for neural network
  19 Oct 2020 0 repositories listed
• Check-N-Run: A Checkpointing System for Training Deep Learning Recommendation Models
  17 Oct 2020 0 repositories listed
• CQ-VAE: Coordinate Quantized VAE for Uncertainty Estimation with Application to Disk Shape Analysis from Lumbar Spine MRI Images
  17 Oct 2020 0 repositories listed
• Volumetric Calculation of Quantization Error in 3-D Vision Systems
  16 Oct 2020 0 repositories listed
• Federated Learning in Adversarial Settings
  15 Oct 2020 0 repositories listed
• FPRaker: A Processing Element For Accelerating Neural Network Training
  15 Oct 2020 0 repositories listed
• An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models
  14 Oct 2020 0 repositories listed
• Towards Accurate Quantization and Pruning via Data-free Knowledge Transfer
  14 Oct 2020 0 repositories listed
• Enhancement Of Coded Speech Using a Mask-Based Post-Filter
  12 Oct 2020 0 repositories listed
• Real-time Mask Detection on Google Edge TPU
  9 Oct 2020 0 repositories listed
• 3DMolNet: A Generative Network for Molecular Structures
  8 Oct 2020 0 repositories listed
• Optimal Gradient Compression for Distributed and Federated Learning
  7 Oct 2020 0 repositories listed
• Characterising Bias in Compressed Models
  6 Oct 2020 0 repositories listed
• Joint Pruning & Quantization for Extremely Sparse Neural Networks
  5 Oct 2020 0 repositories listed
• Sparse Quantized Spectral Clustering
  3 Oct 2020 0 repositories listed
• GECKO: Reconciling Privacy, Accuracy and Efficiency in Embedded Deep Learning
  2 Oct 2020 0 repositories listed
• BiLiMO: Bit-Limited MIMO Radar via Task-Based Quantization
  1 Oct 2020 0 repositories listed
• Compress Polyphone Pronunciation Prediction Model with Shared Labels
  1 Oct 2020 0 repositories listed
• How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text
  1 Oct 2020 0 repositories listed
• Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks
  30 Sep 2020 0 repositories listed
• BAMSProd: A Step towards Generalizing the Adaptive Optimization Methods to Deep Binary Model
  29 Sep 2020 0 repositories listed
• On Efficient Constructions of Checkpoints
  28 Sep 2020 0 repositories listed
• Once Quantized for All: Progressively Searching for Quantized Compact Models
  28 Sep 2020 0 repositories listed
• Perceptual Video Quality Prediction Emphasizing Chroma Distortions
  24 Sep 2020 0 repositories listed
• A Markovian Model-Driven Deep Learning Framework for Massive MIMO CSI Feedback
  20 Sep 2020 0 repositories listed
• Probabilistically Sampled and Spectrally Clustered Plant Genotypes using Phenotypic Characteristics
  18 Sep 2020 0 repositories listed
• Resource Allocation and Dithering of Bayesian Parameter Estimation Using Mixed-Resolution Data
  17 Sep 2020 0 repositories listed
• Towards Fully 8-bit Integer Inference for the Transformer Model
  17 Sep 2020 0 repositories listed
• Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation
  16 Sep 2020 0 repositories listed
• MSP: An FPGA-Specific Mixed-Scheme, Multi-Precision Deep Neural Network Quantization Framework
  16 Sep 2020 0 repositories listed
• Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM
  14 Sep 2020 0 repositories listed
• Fast Implementation of 4-bit Convolutional Neural Networks for Mobile Devices
  14 Sep 2020 0 repositories listed
• QuantNet: Learning to Quantize by Learning within Fully Differentiable Framework
  10 Sep 2020 0 repositories listed
• FleXOR: Trainable Fractional Quantization
  9 Sep 2020 0 repositories listed
• On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective
  9 Sep 2020 0 repositories listed
• Alternating Direction Method of Multipliers for Quantization
  8 Sep 2020 0 repositories listed
• Deep data compression for approximate ultrasonic image formation
  4 Sep 2020 0 repositories listed
• Layer-specific Optimization for Mixed Data Flow with Mixed Precision in FPGA Design for CNN-based Object Detectors
  3 Sep 2020 0 repositories listed
• A new heuristic algorithm for fast k-segmentation
  2 Sep 2020 0 repositories listed
• Transform Quantization for CNN (Convolutional Neural Network) Compression
  2 Sep 2020 0 repositories listed
• Object Detection-Based Variable Quantization Processing
  1 Sep 2020 0 repositories listed
• Scaling Up Deep Neural Network Optimization for Edge Inference
  1 Sep 2020 0 repositories listed
• Optimal Quantization for Batch Normalization in Neural Network Deployments and Beyond
  30 Aug 2020 0 repositories listed
• An adaptive random experiment design method for engineering experiment
  27 Aug 2020 0 repositories listed
• Convergence of Federated Learning over a Noisy Downlink
  25 Aug 2020 0 repositories listed
• Stochastic Markov Gradient Descent and Training Low-Bit Neural Networks
  25 Aug 2020 0 repositories listed
• Lossy Image Compression with Normalizing Flows
  24 Aug 2020 0 repositories listed
• Stochastic Hybrid Combining Design for Quantized Massive MIMO Systems
  24 Aug 2020 0 repositories listed
• One Weight Bitwidth to Rule Them All
  22 Aug 2020 0 repositories listed
• Training of mixed-signal optical convolutional neural network with reduced quantization level
  20 Aug 2020 0 repositories listed
• Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks
  20 Aug 2020 0 repositories listed
• Channel-wise Hessian Aware trace-Weighted Quantization of Neural Networks
  19 Aug 2020 0 repositories listed
• False Detection (Positives and Negatives) in Object Detection
  16 Aug 2020 0 repositories listed
• Weight Equalizing Shift Scaler-Coupled Post-training Quantization
  13 Aug 2020 0 repositories listed
• Compression of Deep Learning Models for Text: A Survey
  12 Aug 2020 0 repositories listed
• FATNN: Fast and Accurate Ternary Neural Networks
  12 Aug 2020 0 repositories listed
• Leveraging Automated Mixed-Low-Precision Quantization for tiny edge microcontrollers
  12 Aug 2020 0 repositories listed
• Degree-Quant: Quantization-Aware Training for Graph Neural Networks
  11 Aug 2020 0 repositories listed
• End-to-End Rate-Distortion Optimization for Bi-Directional Learned Video Compression
  11 Aug 2020 0 repositories listed
• Hardware-Centric AutoML for Mixed-Precision Quantization
  11 Aug 2020 0 repositories listed
• Unsupervised Learning For Sequence-to-sequence Text-to-speech For Low-resource Languages
  11 Aug 2020 0 repositories listed
• Knowledge Distillation-aided End-to-End Learning for Linear Precoding in Multiuser MIMO Downlink Systems with Finite-Rate Feedback
  10 Aug 2020 0 repositories listed
• Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics
  8 Aug 2020 0 repositories listed
• In-Depth DCT Coefficient Distribution Analysis for First Quantization Estimation
  7 Aug 2020 0 repositories listed
• Subjective Quality Database and Objective Study of Compressed Point Clouds With 6DoF Head-Mounted Display
  6 Aug 2020 0 repositories listed
• Fast top-K Cosine Similarity Search through XOR-Friendly Binary Quantization on GPUs
  5 Aug 2020 0 repositories listed
• A Novel Physics-based Channel Model for Reconfigurable Intelligent Surface-assisted Multi-user Communication Systems
  3 Aug 2020 0 repositories listed
• Cluster-Based Cooperative Digital Over-the-Air Aggregation for Wireless Federated Edge Learning
  3 Aug 2020 0 repositories listed
• Super-relaxation of space-time-quantized ensemble of energy loads to curtail their synchronization after demand response perturbation
  3 Aug 2020 0 repositories listed
• The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study
  3 Aug 2020 0 repositories listed
• Deep Multi-modality Soft-decoding of Very Low Bit-rate Face Videos
  2 Aug 2020 0 repositories listed
• Uplink Achievable Rate of Intelligent Reflecting Surface-Aided Millimeter-Wave Communications with Low-Resolution ADC and Phase Noise
  2 Aug 2020 0 repositories listed
• Binarized Neural Network for Single Image Super Resolution
  1 Aug 2020 0 repositories listed
• FTL: A universal framework for training low-bit DNNs via Feature Transfer
  1 Aug 2020 0 repositories listed
• High-quality Single-model Deep Video Compression with Frame-Conv3D and Multi-frame Differential Modulation
  1 Aug 2020 0 repositories listed
• ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices
  1 Aug 2020 0 repositories listed
• Task-Aware Quantization Network for JPEG Image Compression
  1 Aug 2020 0 repositories listed
• Automatic Gain Control Design for Dynamic Visible Light Communication Systems
  31 Jul 2020 0 repositories listed
• Communication-Efficient Federated Learning via Optimal Client Sampling
  30 Jul 2020 0 repositories listed
• On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network Architectures
  28 Jul 2020 0 repositories listed
• WrapNet: Neural Net Inference with Ultra-Low-Resolution Arithmetic
  26 Jul 2020 0 repositories listed
• A Post-coder Feedback Approach to Overcome Training Asymmetry in MIMO-TDD
  22 Jul 2020 0 repositories listed
• Analysis and Optimization for RIS-Aided Multi-Pair Communications Relying on Statistical CSI
  22 Jul 2020 0 repositories listed
• Byzantine-Resilient Secure Federated Learning
  21 Jul 2020 0 repositories listed
• Differentiable Joint Pruning and Quantization for Hardware Efficiency
  20 Jul 2020 0 repositories listed
• Search What You Want: Barrier Panelty NAS for Mixed Precision Quantization
  20 Jul 2020 0 repositories listed
• DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks
  19 Jul 2020 0 repositories listed
• FSpiNN: An Optimization Framework for Memory- and Energy-Efficient Spiking Neural Networks
  17 Jul 2020 0 repositories listed
• Training with reduced precision of a support vector machine model for text classification
  17 Jul 2020 0 repositories listed
• eSampling: Energy Harvesting ADCs
  16 Jul 2020 0 repositories listed
• A General Family of Stochastic Proximal Gradient Methods for Deep Learning
  15 Jul 2020 0 repositories listed