Browse State-of-the-Art › Quantization › Papers, page 33

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 33 of 50: papers 3,201 to 3,300 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.

• Vertical Layering of Quantized Neural Networks for Heterogeneous Inference
  10 Dec 2022 0 repositories listed
• Genie: Show Me the Data for Quantization
  9 Dec 2022 0 repositories listed
• TinyKG: Memory-Efficient Training Framework for Knowledge Graph Neural Recommender Systems
  8 Dec 2022 0 repositories listed
• CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification
  6 Dec 2022 0 repositories listed
• QFT: Post-training quantization via fast joint finetuning of all degrees of freedom
  5 Dec 2022 0 repositories listed
• Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces
  5 Dec 2022 0 repositories listed
• Device Interoperability for Learned Image Compression with Weights and Activations Quantization
  2 Dec 2022 0 repositories listed
• Shining light on data: Geometric data analysis through quantum dynamics
  1 Dec 2022 0 repositories listed
• Quadapter: Adapter for GPT-2 Quantization
  30 Nov 2022 0 repositories listed
• Robust Task-Specific Beamforming with Low-Resolution ADCs for Power-Efficient Hybrid MIMO Receivers
  30 Nov 2022 0 repositories listed
• Distributed Computation of Exact Average Degree and Network Size in Finite Number of Steps under Quantized Communication
  29 Nov 2022 0 repositories listed
• Quantized control of non-Lipschitz nonlinear systems: a novel control framework with prescribed transient performance and lower design complexity
  28 Nov 2022 0 repositories listed
• Class-based Quantization for Neural Networks
  27 Nov 2022 0 repositories listed
• A 65nm 8b-Activation 8b-Weight SRAM-Based Charge-Domain Computing-in-Memory Macro Using A Fully-Parallel Analog Adder Network and A Single-ADC Interface
  23 Nov 2022 0 repositories listed
• Vector Quantization Methods for Access Point Placement in Cell-Free Massive MIMO Systems
  23 Nov 2022 0 repositories listed
• RIS-Assisted Self-Interference Mitigation for In-Band Full-Duplex Transceivers
  22 Nov 2022 0 repositories listed
• High-Perceptual Quality JPEG Decoding via Posterior Sampling
  21 Nov 2022 0 repositories listed
• Learning Low-Rank Representations for Model Compression
  21 Nov 2022 0 repositories listed
• A Closed-loop Sleep Modulation System with FPGA-Accelerated Deep Learning
  19 Nov 2022 0 repositories listed
• Deep Learning-Aided Perturbation Model-Based Fiber Nonlinearity Compensation
  19 Nov 2022 0 repositories listed
• Multiuser-MIMO Systems Using Comparator Network-Aided Receivers With 1-Bit Quantization
  18 Nov 2022 0 repositories listed
• Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation
  17 Nov 2022 0 repositories listed
• CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers
  17 Nov 2022 0 repositories listed
• Dynamic Predictive Sampling Analog to Digital Converter for Sparse Signal Sensing
  17 Nov 2022 0 repositories listed
• Fully Digital Second-order Level-crossing Sampling ADC for Data Saving in Sensing Sparse Signals
  17 Nov 2022 0 repositories listed
• HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers
  15 Nov 2022 0 repositories listed
• Edge-MultiAI: Multi-Tenancy of Latency-Sensitive Deep Learning Applications on Edge
  14 Nov 2022 0 repositories listed
• Optimal Privacy Preserving for Federated Learning in Mobile Edge Computing
  14 Nov 2022 0 repositories listed
• FullPack: Full Vector Utilization for Sub-Byte Quantized Inference on General Purpose CPUs
  13 Nov 2022 0 repositories listed
• Long-Range Zero-Shot Generative Deep Network Quantization
  13 Nov 2022 0 repositories listed
• Efficiently Scaling Transformer Inference
  9 Nov 2022 0 repositories listed
• Quantization-Based Optimization: Alternative Stochastic Approximation of Global Optimization
  8 Nov 2022 0 repositories listed
• A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification
  5 Nov 2022 0 repositories listed
• Rate-Distortion Optimized Post-Training Quantization for Learned Image Compression
  5 Nov 2022 0 repositories listed
• Emergent Quantized Communication
  4 Nov 2022 0 repositories listed
• Quantized Precoding and RIS-Assisted Modulation for Integrated Sensing and Communications Systems
  3 Nov 2022 0 repositories listed
• A Faster Approach to Spiking Deep Convolutional Neural Networks
  31 Oct 2022 0 repositories listed
• Adaptive Compression for Communication-Efficient Distributed Training
  31 Oct 2022 0 repositories listed
• Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics
  31 Oct 2022 0 repositories listed
• IM-Loss: Information Maximization Loss for Spiking Neural Networks
  31 Oct 2022 0 repositories listed
• Improving Multi-generation Robustness of Learned Image Compression
  31 Oct 2022 0 repositories listed
• Model Compression for DNN-based Speaker Verification Using Weight Quantization
  31 Oct 2022 0 repositories listed
• Empirical Evaluation of Post-Training Quantization Methods for Language Tasks
  29 Oct 2022 0 repositories listed
• Multiresolution Signal Processing of Financial Market Objects
  28 Oct 2022 0 repositories listed
• Collaborative Multi-Teacher Knowledge Distillation for Learning Low Bit-width Deep Neural Networks
  27 Oct 2022 0 repositories listed
• Constrained Approximate Similarity Search on Proximity Graph
  26 Oct 2022 0 repositories listed
• Zero-Shot Learning of a Conditional Generative Adversarial Network for Data-Free Network Quantization
  26 Oct 2022 0 repositories listed
• Multi-rate adaptive transform coding for video compression
  25 Oct 2022 0 repositories listed
• Streaming Parrotron for on-device speech-to-speech conversion
  25 Oct 2022 0 repositories listed
• Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models
  24 Oct 2022 0 repositories listed
• Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning
  22 Oct 2022 0 repositories listed
• ODG-Q: Robust Quantization via Online Domain Generalization
  17 Oct 2022 0 repositories listed
• Sub-8-bit quantization for on-device speech recognition: a regularization-free approach
  17 Oct 2022 0 repositories listed
• FAQS: Communication-efficient Federate DNN Architecture and Quantization Co-Search for personalized Hardware-aware Preferences
  16 Oct 2022 0 repositories listed
• FIT: A Metric for Model Sensitivity
  16 Oct 2022 0 repositories listed
• HQNAS: Auto CNN deployment framework for joint quantization and architecture search
  16 Oct 2022 0 repositories listed
• Accelerating RNN-based Speech Enhancement on a Multi-Core MCU with Mixed FP16-INT8 Post-Training Quantization
  14 Oct 2022 0 repositories listed
• CAP: Correlation-Aware Pruning for Highly-Accurate Sparse Vision Models
  14 Oct 2022 0 repositories listed
• Post-Training Quantization for Energy Efficient Realization of Deep Neural Networks
  14 Oct 2022 0 repositories listed
• ScionFL: Efficient and Robust Secure Quantized Aggregation
  13 Oct 2022 0 repositories listed
• SQuAT: Sharpness- and Quantization-Aware Training for BERT
  13 Oct 2022 0 repositories listed
• Statistical Modeling of Soft Error Influence on Neural Networks
  12 Oct 2022 0 repositories listed
• Deep learning model compression using network sensitivity and gradients
  11 Oct 2022 0 repositories listed
• Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images
  9 Oct 2022 0 repositories listed
• AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models
  8 Oct 2022 0 repositories listed
• Learning to embed semantic similarity for joint image-text retrieval
  7 Oct 2022 0 repositories listed
• Self-triggered Consensus of Multi-agent Systems with Quantized Relative State Measurements
  6 Oct 2022 0 repositories listed
• A Novel Light Field Coding Scheme Based on Deep Belief Network & Weighted Binary Images for Additive Layered Displays
  4 Oct 2022 0 repositories listed
• Sampling Streaming Data with Parallel Vector Quantization -- PVQ
  4 Oct 2022 0 repositories listed
• Convolutional Neural Networks Quantization with Attention
  30 Sep 2022 0 repositories listed
• Goal-Oriented Quantization: Analysis, Design, and Application to Resource Allocation
  30 Sep 2022 0 repositories listed
• A Secure Federated Learning Framework for Residential Short Term Load Forecasting
  29 Sep 2022 0 repositories listed
• Multi-Sample Training for Neural Image Compression
  28 Sep 2022 0 repositories listed
• Physics-aware Differentiable Discrete Codesign for Diffractive Optical Neural Networks
  28 Sep 2022 0 repositories listed
• Speech Enhancement Using Self-Supervised Pre-Trained Model and Vector Quantization
  28 Sep 2022 0 repositories listed
• The Cramer-Rao Bound for Signal Parameter Estimation from Quantized Data
  27 Sep 2022 0 repositories listed
• Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tile
  26 Sep 2022 0 repositories listed
• SpeedLimit: Neural Architecture Search for Quantized Transformer Models
  25 Sep 2022 0 repositories listed
• Lightweight Image Codec via Multi-Grid Multi-Block-Size Vector Quantization (MGBVQ)
  25 Sep 2022 0 repositories listed
• Boost CTR Prediction for New Advertisements via Modeling Visual Content
  23 Sep 2022 0 repositories listed
• Vector Quantized Semantic Communication System
  23 Sep 2022 0 repositories listed
• Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks
  21 Sep 2022 0 repositories listed
• FoVolNet: Fast Volume Rendering using Foveated Deep Neural Networks
  20 Sep 2022 0 repositories listed
• Flexible Neural Image Compression via Code Editing
  19 Sep 2022 0 repositories listed
• SAMP: A Model Inference Toolkit of Post-Training Quantization for Text Processing via Self-Adaptive Mixed-Precision
  19 Sep 2022 0 repositories listed
• PIM-QAT: Neural Network Quantization for Processing-In-Memory (PIM) Systems
  18 Sep 2022 0 repositories listed
• Quantization for decentralized learning under subspace constraints
  16 Sep 2022 0 repositories listed
• Analysis of Quantization on MLP-based Vision Models
  14 Sep 2022 0 repositories listed
• Compressed Particle-Based Federated Bayesian Learning and Unlearning
  14 Sep 2022 0 repositories listed
• SeRP: Self-Supervised Representation Learning Using Perturbed Point Clouds
  13 Sep 2022 0 repositories listed
• In-situ animal behavior classification using knowledge distillation and fixed-point quantization
  9 Sep 2022 0 repositories listed
• A simple approach for quantizing neural networks
  7 Sep 2022 0 repositories listed
• Compact and Robust Deep Learning Architecture for Fluorescence Lifetime Imaging and FPGA Implementation
  7 Sep 2022 0 repositories listed
• Towards Intelligent Millimeter and Terahertz Communication for 6G: Computer Vision-aided Beamforming
  6 Sep 2022 0 repositories listed
• Optimized Precoding for MU-MIMO With Fronthaul Quantization
  5 Sep 2022 0 repositories listed
• Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback
  3 Sep 2022 0 repositories listed
• Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study
  3 Sep 2022 0 repositories listed
• SaleNet: A low-power end-to-end CNN accelerator for sustained attention level evaluation using EEG
  3 Sep 2022 0 repositories listed
• Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks
  2 Sep 2022 0 repositories listed
• PulseDL-II: A System-on-Chip Neural Network Accelerator for Timing and Energy Extraction of Nuclear Detector Signals
  2 Sep 2022 0 repositories listed