Browse State-of-the-Art › Quantization › Papers, page 30

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 30 of 50: papers 2,901 to 3,000 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.

• Norm Tweaking: High-performance Low-bit Quantization of Large Language Models
  6 Sep 2023 0 repositories listed
• A survey on efficient vision transformers: algorithms, techniques, and performance benchmarking
  5 Sep 2023 0 repositories listed
• On-Chip Hardware-Aware Quantization for Mixed Precision Neural Networks
  5 Sep 2023 0 repositories listed
• QuantEase: Optimization-based Quantization for Language Models
  5 Sep 2023 0 repositories listed
• RobustEdge: Low Power Adversarial Detection for Cloud-Edge Systems
  5 Sep 2023 0 repositories listed
• On the fly Deep Neural Network Optimization Control for Low-Power Computer Vision
  4 Sep 2023 0 repositories listed
• Softmax Bias Correction for Quantized Generative Models
  4 Sep 2023 0 repositories listed
• eDKM: An Efficient and Accurate Train-time Weight Clustering for Large Language Models
  2 Sep 2023 0 repositories listed
• FPTQ: Fine-grained Post-Training Quantization for Large Language Models
  30 Aug 2023 0 repositories listed
• Implementation and Evaluation of Physical Layer Key Generation on SDR based LoRa Platform
  30 Aug 2023 0 repositories listed
• On-Device Learning with Binary Neural Networks
  29 Aug 2023 0 repositories listed
• MEMORY-VQ: Compression for Tractable Internet-Scale Memory
  28 Aug 2023 0 repositories listed
• Efficient Learned Lossless JPEG Recompression
  25 Aug 2023 0 repositories listed
• Hybrid noise shaping for audio coding using perfectly overlapped window
  24 Aug 2023 0 repositories listed
• Quantized distributed Nash equilibrium seeking under DoS attacks
  24 Aug 2023 0 repositories listed
• Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face Recognition
  23 Aug 2023 0 repositories listed
• Consistent Signal Reconstruction from Streaming Multivariate Time Series
  23 Aug 2023 0 repositories listed
• Distributed Energy Resource Management: All-Time Resource-Demand Feasibility, Delay-Tolerance, Nonlinearity, and Beyond
  22 Aug 2023 0 repositories listed
• Towards Clip-Free Quantized Super-Resolution Networks: How to Tame Representative Images
  22 Aug 2023 0 repositories listed
• QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection
  21 Aug 2023 0 repositories listed
• Sampling From Autoencoders' Latent Space via Quantization And Probability Mass Function Concepts
  21 Aug 2023 0 repositories listed
• Quantization-based Optimization with Perspective of Quantum Mechanics
  20 Aug 2023 0 repositories listed
• Analyzing Quantization in TVM
  19 Aug 2023 0 repositories listed
• FunQuant: A R package to perform quantization in the context of rare events and time-consuming simulations
  18 Aug 2023 0 repositories listed
• ResQ: Residual Quantization for Video Perception
  18 Aug 2023 0 repositories listed
• SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems
  18 Aug 2023 0 repositories listed
• JPEG Quantized Coefficient Recovery via DCT Domain Spatial-Frequential Transformer
  17 Aug 2023 0 repositories listed
• FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs
  16 Aug 2023 0 repositories listed
• Precision and Recall Reject Curves for Classification
  16 Aug 2023 0 repositories listed
• A Survey on Model Compression for Large Language Models
  15 Aug 2023 0 repositories listed
• AKVSR: Audio Knowledge Empowered Visual Speech Recognition by Compressing Audio Knowledge of a Pretrained Model
  15 Aug 2023 0 repositories listed
• Gradient-Based Post-Training Quantization: Challenging the Status Quo
  15 Aug 2023 0 repositories listed
• Efficient Neural PDE-Solvers using Quantization Aware Training
  14 Aug 2023 0 repositories listed
• Unified Data-Free Compression: Pruning and Quantization without Fine-Tuning
  14 Aug 2023 0 repositories listed
• Sensitivity-Aware Mixed-Precision Quantization and Width Optimization of Deep Neural Networks Through Cluster-Based Tree-Structured Parzen Estimation
  12 Aug 2023 0 repositories listed
• NUPES : Non-Uniform Post-Training Quantization via Power Exponent Search
  10 Aug 2023 0 repositories listed
• ReLU and Addition-based Gated RNN
  10 Aug 2023 0 repositories listed
• FPGA Resource-aware Structured Pruning for Real-Time Neural Networks
  9 Aug 2023 0 repositories listed
• SAfER: Layer-Level Sensitivity Assessment for Efficient and Robust Neural Network Inference
  9 Aug 2023 0 repositories listed
• Quantization Aware Factorization for Deep Neural Network Compression
  8 Aug 2023 0 repositories listed
• FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search
  7 Aug 2023 0 repositories listed
• Reducing Channel Estimation and Feedback Overhead in IRS-Aided Downlink System: A Quantize-then-Estimate Approach
  4 Aug 2023 0 repositories listed
• Frequency Disentangled Features in Neural Image Compression
  4 Aug 2023 0 repositories listed
• RobustMQ: Benchmarking Robustness of Quantized Models
  4 Aug 2023 0 repositories listed
• Error Analysis of CORDIC Processor with FPGA Implementation
  2 Aug 2023 0 repositories listed
• Tango: rethinking quantization for graph neural network training on GPUs
  2 Aug 2023 0 repositories listed
• AQUILA: Communication Efficient Federated Learning with Adaptive Quantization in Device Selection Strategy
  1 Aug 2023 0 repositories listed
• Asynchronous Federated Learning with Bidirectional Quantized Communications and Buffered Aggregation
  1 Aug 2023 0 repositories listed
• MRQ:Support Multiple Quantization Schemes through Model Re-Quantization
  1 Aug 2023 0 repositories listed
• Alternate Learning based Sparse Semantic Communications for Visual Transmission
  31 Jul 2023 0 repositories listed
• An Automata-Theoretic Approach to Synthesizing Binarized Neural Networks
  29 Jul 2023 0 repositories listed
• METTS: Multilingual Emotional Text-to-Speech by Cross-speaker and Cross-lingual Emotion Transfer
  29 Jul 2023 0 repositories listed
• Incrementally-Computable Neural Networks: Efficient Inference for Dynamic Inputs
  27 Jul 2023 0 repositories listed
• High-Resolution Volumetric Reconstruction for Clothed Humans
  25 Jul 2023 0 repositories listed
• Model Compression Methods for YOLOv5: A Review
  21 Jul 2023 0 repositories listed
• Communication-Efficient Federated Learning over Capacity-Limited Wireless Networks
  20 Jul 2023 0 repositories listed
• Communication-Efficient Split Learning via Adaptive Feature-Wise Compression
  20 Jul 2023 0 repositories listed
• Quantized Feature Distillation for Network Quantization
  20 Jul 2023 0 repositories listed
• Grounded Object Centric Learning
  18 Jul 2023 0 repositories listed
• Extreme Image Compression using Fine-tuned VQGANs
  17 Jul 2023 0 repositories listed
• Low bit rate binaural link for improved ultra low-latency low-complexity multichannel speech enhancement in Hearing Aids
  17 Jul 2023 0 repositories listed
• A Survey of Techniques for Optimizing Transformer Inference
  16 Jul 2023 0 repositories listed
• Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression
  12 Jul 2023 0 repositories listed
• Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models
  12 Jul 2023 0 repositories listed
• Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles
  10 Jul 2023 0 repositories listed
• Q-YOLOP: Quantization-aware You Only Look Once for Panoptic Driving Perception
  10 Jul 2023 0 repositories listed
• QBitOpt: Fast and Accurate Bitwidth Reallocation during Training
  10 Jul 2023 0 repositories listed
• InfLoR-SNN: Reducing Information Loss for Spiking Neural Networks
  10 Jul 2023 0 repositories listed
• Towards Efficient In-memory Computing Hardware for Quantized Neural Networks: State-of-the-art, Open Challenges and Perspectives
  8 Jul 2023 0 repositories listed
• ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers
  7 Jul 2023 0 repositories listed
• Free Bits: Latency Optimization of Mixed-Precision Quantized Neural Networks on the Edge
  6 Jul 2023 0 repositories listed
• Greedy Selection for Heterogeneous Sensors
  3 Jul 2023 0 repositories listed
• Data-Free Quantization via Mixed-Precision Compensation without Fine-Tuning
  2 Jul 2023 0 repositories listed
• Line Spectrum Estimation and Detection with Few-bit ADCs: Theoretical Analysis and Generalized NOMP Algorithm
  2 Jul 2023 0 repositories listed
• Analysis of the influence of final resolution on ADC accuracy
  1 Jul 2023 0 repositories listed
• On a Relation Between the Rate-Distortion Function and Optimal Transport
  1 Jul 2023 0 repositories listed
• Q-YOLO: Efficient Inference for Real-time Object Detection
  1 Jul 2023 0 repositories listed
• Analysis of Oversampling in Uplink Massive MIMO-OFDM with Low-Resolution ADCs
  30 Jun 2023 0 repositories listed
• Designing strong baselines for ternary neural network quantization through support and mass equalization
  30 Jun 2023 0 repositories listed
• ReLU Neural Networks, Polyhedral Decompositions, and Persistent Homolog
  30 Jun 2023 0 repositories listed
• Unlimited Sampling Radar: a Real-Time End-to-End Demonstrator
  30 Jun 2023 0 repositories listed
• A Structurally Regularized CNN Architecture via Adaptive Subband Decomposition
  29 Jun 2023 0 repositories listed
• DNA-TEQ: An Adaptive Exponential Quantization of Tensors for DNN Inference
  28 Jun 2023 0 repositories listed
• INR-MDSQC: Implicit Neural Representation Multiple Description Scalar Quantization for robust image Coding
  24 Jun 2023 0 repositories listed
• Partitioning-Guided K-Means: Extreme Empty Cluster Resolution for Extreme Model Compression
  24 Jun 2023 0 repositories listed
• QNNRepair: Quantized Neural Network Repair
  23 Jun 2023 0 repositories listed
• Image storage on synthetic DNA using compressive autoencoders and DNA-adapted entropy coders
  22 Jun 2023 0 repositories listed
• Subgraph Stationary Hardware-Software Inference Co-Design
  21 Jun 2023 0 repositories listed
• DynaQuant: Compressing Deep Learning Training Checkpoints via Dynamic Quantization
  20 Jun 2023 0 repositories listed
• Low-complexity Multidimensional DCT Approximations
  20 Jun 2023 0 repositories listed
• Pushing the Limits of 3D Shape Generation at Scale
  20 Jun 2023 0 repositories listed
• Dynamic Cell Modeling of Li-Ion Polymer Batteries for Precise SOC Estimation in Power-Needy Autonomous Electric Vehicles
  19 Jun 2023 0 repositories listed
• Magnificent Minified Models
  16 Jun 2023 0 repositories listed
• Neural Network Compression using Binarization and Few Full-Precision Weights
  15 Jun 2023 0 repositories listed
• High-performance deep spiking neural networks with 0.3 spikes per neuron
  14 Jun 2023 0 repositories listed
• Discrete Graph Auto-Encoder
  13 Jun 2023 0 repositories listed
• MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition
  12 Jun 2023 0 repositories listed
• Resource Efficient Neural Networks Using Hessian Based Pruning
  12 Jun 2023 0 repositories listed
• Sparse-Inductive Generative Adversarial Hashing for Nearest Neighbor Search
  12 Jun 2023 0 repositories listed
• End-to-End Neural Network Compression via ℓ₁/ℓ₂ Regularized Latency Surrogates
  9 Jun 2023 0 repositories listed