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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 37 of 50: papers 3,601 to 3,700 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.

• QNNVerifier: A Tool for Verifying Neural Networks using SMT-Based Model Checking
  25 Nov 2021 0 repositories listed
• Accelerating Deep Learning with Dynamic Data Pruning
  24 Nov 2021 0 repositories listed
• Full-Duplex Massive MIMO Cellular Networks with Low Resolution ADC/DAC
  20 Nov 2021 0 repositories listed
• Optimization of Quantized Phase Shifts for Reconfigurable Smart Surfaces Assisted Communications
  19 Nov 2021 0 repositories listed
• Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression
  19 Nov 2021 0 repositories listed
• End-to-End Learned Image Compression with Quantized Weights and Activations
  17 Nov 2021 0 repositories listed
• Reconstruction-Computation-Quantization (RCQ): A Paradigm for Low Bit Width LDPC Decoding
  17 Nov 2021 0 repositories listed
• Compact Token Representations with Contextual Quantization for Efficient Document Re-ranking
  16 Nov 2021 0 repositories listed
• Online Meta Adaptation for Variable-Rate Learned Image Compression
  16 Nov 2021 0 repositories listed
• Predicting Attention Sparsity in Transformers
  16 Nov 2021 0 repositories listed
• VQN: Variable Quantization Noise for Neural Network Compression
  16 Nov 2021 0 repositories listed
• Wyner-Ziv Gradient Compression for Federated Learning
  16 Nov 2021 0 repositories listed
• Machine Learning for CSI Recreation Based on Prior Knowledge
  15 Nov 2021 0 repositories listed
• On the Tradeoff between Energy, Precision, and Accuracy in Federated Quantized Neural Networks
  15 Nov 2021 0 repositories listed
• Energy Efficient Learning with Low Resolution Stochastic Domain Wall Synapse Based Deep Neural Networks
  14 Nov 2021 0 repositories listed
• A Robust Deep Learning-Based Beamforming Design for RIS-assisted Multiuser MISO Communications with Practical Constraints
  12 Nov 2021 0 repositories listed
• Domain Generalization on Efficient Acoustic Scene Classification using Residual Normalization
  12 Nov 2021 0 repositories listed
• Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity
  12 Nov 2021 0 repositories listed
• Solving Multi-Arm Bandit Using a Few Bits of Communication
  11 Nov 2021 0 repositories listed
• Variability-Aware Training and Self-Tuning of Highly Quantized DNNs for Analog PIM
  11 Nov 2021 0 repositories listed
• Entropy optimized semi-supervised decomposed vector-quantized variational autoencoder model based on transfer learning for multiclass text classification and generation
  10 Nov 2021 0 repositories listed
• Differential Modulation in Massive MIMO With Low-Resolution ADCs
  9 Nov 2021 0 repositories listed
• Graph-Based Depth Denoising & Dequantization for Point Cloud Enhancement
  9 Nov 2021 0 repositories listed
• Learning from Multiple Time Series: A Deep Disentangled Approach to Diversified Time Series Forecasting
  9 Nov 2021 0 repositories listed
• ML-EXray: Visibility into ML Deployment on the Edge
  8 Nov 2021 0 repositories listed
• Rethinking Deconvolution for 2D Human Pose Estimation Light yet Accurate Model for Real-time Edge Computing
  8 Nov 2021 0 repositories listed
• LW-GCN: A Lightweight FPGA-based Graph Convolutional Network Accelerator
  4 Nov 2021 0 repositories listed
• Constructing High-Order Signed Distance Maps from Computed Tomography Data with Application to Bone Morphometry
  2 Nov 2021 0 repositories listed
• HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task
  1 Nov 2021 0 repositories listed
• Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval
  1 Nov 2021 0 repositories listed
• Structure Information is the Key: Self-Attention RoI Feature Extractor in 3D Object Detection
  1 Nov 2021 0 repositories listed
• DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning
  31 Oct 2021 0 repositories listed
• Reconfigurable Intelligent Surface-induced Randomness for mmWave Key Generation
  31 Oct 2021 0 repositories listed
• ILMPQ : An Intra-Layer Multi-Precision Deep Neural Network Quantization framework for FPGA
  30 Oct 2021 0 repositories listed
• RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions
  30 Oct 2021 0 repositories listed
• Nash equilibrium of multi-agent graphical game with a privacy information encrypted learning algorithm
  29 Oct 2021 0 repositories listed
• FAST: DNN Training Under Variable Precision Block Floating Point with Stochastic Rounding
  28 Oct 2021 0 repositories listed
• MERCURY: Accelerating DNN Training By Exploiting Input Similarity
  28 Oct 2021 0 repositories listed
• Differential Deep Detection in Massive MIMO With One-Bit ADC
  27 Oct 2021 0 repositories listed
• High-Order Signed Distance Transform of Sampled Signals
  26 Oct 2021 0 repositories listed
• Algorithms for the Communication of Samples
  25 Oct 2021 0 repositories listed
• Demystifying and Generalizing BinaryConnect
  25 Oct 2021 0 repositories listed
• Deep Asymmetric Hashing with Dual Semantic Regression and Class Structure Quantization
  24 Oct 2021 0 repositories listed
• A Layer-wise Adversarial-aware Quantization Optimization for Improving Robustness
  23 Oct 2021 0 repositories listed
• Vis-TOP: Visual Transformer Overlay Processor
  21 Oct 2021 0 repositories listed
• A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays
  20 Oct 2021 0 repositories listed
• PR-CIM: a Variation-Aware Binary-Neural-Network Framework for Process-Resilient Computation-in-memory
  19 Oct 2021 0 repositories listed
• Low-Precision Quantization for Efficient Nearest Neighbor Search
  17 Oct 2021 0 repositories listed
• PTQ-SL: Exploring the Sub-layerwise Post-training Quantization
  15 Oct 2021 0 repositories listed
• A Memory-Efficient Learning Framework for SymbolLevel Precoding with Quantized NN Weights
  13 Oct 2021 0 repositories listed
• Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization
  13 Oct 2021 0 repositories listed
• Memory-Efficient CNN Accelerator Based on Interlayer Feature Map Compression
  12 Oct 2021 0 repositories listed
• Toward nonlinear dynamic control over encrypted data for infinite time horizon
  12 Oct 2021 0 repositories listed
• A Deep Learning Inference Scheme Based on Pipelined Matrix Multiplication Acceleration Design and Non-uniform Quantization
  10 Oct 2021 0 repositories listed
• Are Words the Quanta of Human Language? Extending the Domain of Quantum Cognition
  10 Oct 2021 0 repositories listed
• Haar Wavelet Feature Compression for Quantized Graph Convolutional Networks
  10 Oct 2021 0 repositories listed
• Cognitive Coding of Speech
  8 Oct 2021 0 repositories listed
• Attention Augmented Convolutional Transformer for Tabular Time-series
  5 Oct 2021 0 repositories listed
• FedDQ: Communication-Efficient Federated Learning with Descending Quantization
  5 Oct 2021 0 repositories listed
• Pre-Quantized Deep Learning Models Codified in ONNX to Enable Hardware/Software Co-Design
  4 Oct 2021 0 repositories listed
• SDR: Efficient Neural Re-ranking using Succinct Document Representation
  3 Oct 2021 0 repositories listed
• Beyond Neighbourhood-Preserving Transformations for Quantization-Based Unsupervised Hashing
  1 Oct 2021 0 repositories listed
• Towards Efficient Post-training Quantization of Pre-trained Language Models
  30 Sep 2021 0 repositories listed
• Beyond Quantization: Power aware neural networks
  29 Sep 2021 0 repositories listed
• Contrastive Mutual Information Maximization for Binary Neural Networks
  29 Sep 2021 0 repositories listed
• Contrastive Quant: Quantization Makes Stronger Contrastive Learning
  29 Sep 2021 0 repositories listed
• CSQ: Centered Symmetric Quantization for Extremely Low Bit Neural Networks
  29 Sep 2021 0 repositories listed
• Delving into Channels: Exploring Hyperparameter Space of Channel Bit Widths with Linear Complexity
  29 Sep 2021 0 repositories listed
• Differentiable Discrete Device-to-System Codesign for Optical Neural Networks via Gumbel-Softmax
  29 Sep 2021 0 repositories listed
• Efficient Point Transformer for Large-scale 3D Scene Understanding
  29 Sep 2021 0 repositories listed
• Faster Neural Net Inference via Forests of Sparse Oblique Decision Trees
  29 Sep 2021 0 repositories listed
• Full-Precision Free Binary Graph Neural Networks
  29 Sep 2021 0 repositories listed
• HoloFormer: Deep Compression of Pre-Trained Transforms via Unified Optimization of N:M Sparsity and Integer Quantization
  29 Sep 2021 0 repositories listed
• Lattice Quantization
  29 Sep 2021 0 repositories listed
• Lidar Range Image Compression with Deep Delta Encoding
  29 Sep 2021 0 repositories listed
• Logarithmic Unbiased Quantization: Practical 4-bit Training in Deep Learning
  29 Sep 2021 0 repositories listed
• PIVQGAN: Posture and Identity Disentangled Image-to-Image Translation via Vector Quantization
  29 Sep 2021 0 repositories listed
• Post-Training Quantization Is All You Need to Perform Cross-Platform Learned Image Compression
  29 Sep 2021 0 repositories listed
• Quantized sparse PCA for neural network weight compression
  29 Sep 2021 0 repositories listed
• Revisiting Locality-Sensitive Binary Codes from Random Fourier Features
  29 Sep 2021 0 repositories listed
• Riemannian Manifold Embeddings for Straight-Through Estimator
  29 Sep 2021 0 repositories listed
• Specialized Transformers: Faster, Smaller and more Accurate NLP Models
  29 Sep 2021 0 repositories listed
• Succinct Compression: Near-Optimal and Lossless Compression of Deep Neural Networks during Inference Runtime
  29 Sep 2021 0 repositories listed
• Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization
  29 Sep 2021 0 repositories listed
• Wavelet Feature Maps Compression for Low Bandwidth Convolutional Neural Networks
  29 Sep 2021 0 repositories listed
• Click-through Rate Prediction with Auto-Quantized Contrastive Learning
  27 Sep 2021 0 repositories listed
• Performance Analysis of IRS-Assisted Cell-Free Communication
  26 Sep 2021 0 repositories listed
• Distribution-sensitive Information Retention for Accurate Binary Neural Network
  25 Sep 2021 0 repositories listed
• Predicting Attention Sparsity in Transformers
  24 Sep 2021 0 repositories listed
• iRNN: Integer-only Recurrent Neural Network
  20 Sep 2021 0 repositories listed
• Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework
  20 Sep 2021 0 repositories listed
• Channel Estimation in MIMO Systems with One-bit Spatial Sigma-delta ADCs
  19 Sep 2021 0 repositories listed
• Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization
  15 Sep 2021 0 repositories listed
• Revisiting Quantization Error in Face Alignment
  13 Sep 2021 0 repositories listed
• 2-in-1 Accelerator: Enabling Random Precision Switch for Winning Both Adversarial Robustness and Efficiency
  11 Sep 2021 0 repositories listed
• PHPQ: Pyramid Hybrid Pooling Quantization for Efficient Fine-Grained Image Retrieval
  11 Sep 2021 0 repositories listed
• 1st-Order Dynamics on Nonlinear Agents for Resource Allocation over Uniformly-Connected Networks
  10 Sep 2021 0 repositories listed
• Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks
  8 Sep 2021 0 repositories listed
• Cluster-Promoting Quantization with Bit-Drop for Minimizing Network Quantization Loss
  5 Sep 2021 0 repositories listed
• Characterization of the frequency response of channel-interleaved photonic ADCs based on the optical time-division demultiplexer
  3 Sep 2021 0 repositories listed