Browse State-of-the-Art › Quantization › Papers, page 28

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 28 of 50: papers 2,701 to 2,800 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.

• Optimal and Near-Optimal Adaptive Vector Quantization
  5 Feb 2024 0 repositories listed
• Quantized Approximately Orthogonal Recurrent Neural Networks
  5 Feb 2024 0 repositories listed
• FoldToken: Learning Protein Language via Vector Quantization and Beyond
  4 Feb 2024 0 repositories listed
• Stability Analysis of Various Symbolic Rule Extraction Methods from Recurrent Neural Network
  4 Feb 2024 0 repositories listed
• Locally-Adaptive Quantization for Streaming Vector Search
  3 Feb 2024 0 repositories listed
• An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec
  2 Feb 2024 0 repositories listed
• Faster Inference of Integer SWIN Transformer by Removing the GELU Activation
  2 Feb 2024 0 repositories listed
• FedShift: Tackling Dual Heterogeneity Problem of Federated Learning via Weight Shift Aggregation
  2 Feb 2024 0 repositories listed
• HW-SW Optimization of DNNs for Privacy-preserving People Counting on Low-resolution Infrared Arrays
  2 Feb 2024 0 repositories listed
• Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning
  2 Feb 2024 0 repositories listed
• Neural Language of Thought Models
  2 Feb 2024 0 repositories listed
• Truncated Non-Uniform Quantization for Distributed SGD
  2 Feb 2024 0 repositories listed
• Analog-digital Scheduling for Federated Learning: A Communication-Efficient Approach
  1 Feb 2024 0 repositories listed
• Can Large Language Models Understand Context?
  1 Feb 2024 0 repositories listed
• Trainable Fixed-Point Quantization for Deep Learning Acceleration on FPGAs
  31 Jan 2024 0 repositories listed
• Effect of Weight Quantization on Learning Models by Typical Case Analysis
  30 Jan 2024 0 repositories listed
• HEQuant: Marrying Homomorphic Encryption and Quantization for Communication-Efficient Private Inference
  29 Jan 2024 0 repositories listed
• A Comprehensive Survey of Compression Algorithms for Language Models
  27 Jan 2024 0 repositories listed
• Transformer-based Clipped Contrastive Quantization Learning for Unsupervised Image Retrieval
  27 Jan 2024 0 repositories listed
• LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization
  26 Jan 2024 0 repositories listed
• MPTQ-ViT: Mixed-Precision Post-Training Quantization for Vision Transformer
  26 Jan 2024 0 repositories listed
• CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks
  25 Jan 2024 0 repositories listed
• Towards Cheaper Inference in Deep Networks with Lower Bit-Width Accumulators
  25 Jan 2024 0 repositories listed
• Within-basket Recommendation via Neural Pattern Associator
  25 Jan 2024 0 repositories listed
• Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers
  24 Jan 2024 0 repositories listed
• Iterated Relevance Matrix Analysis (IRMA) for the identification of class-discriminative subspaces
  23 Jan 2024 0 repositories listed
• Robustness to distribution shifts of compressed networks for edge devices
  22 Jan 2024 0 repositories listed
• Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge
  22 Jan 2024 0 repositories listed
• Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding
  21 Jan 2024 0 repositories listed
• Edge-Enabled Real-time Railway Track Segmentation
  21 Jan 2024 0 repositories listed
• LRP-QViT: Mixed-Precision Vision Transformer Quantization via Layer-wise Relevance Propagation
  20 Jan 2024 0 repositories listed
• Dynamic Q&A of Clinical Documents with Large Language Models
  19 Jan 2024 0 repositories listed
• Enabling On-device Continual Learning with Binary Neural Networks
  18 Jan 2024 0 repositories listed
• Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators
  17 Jan 2024 0 repositories listed
• Hybrid of DiffStride and Spectral Pooling in Convolutional Neural Networks
  17 Jan 2024 0 repositories listed
• TP-Aware Dequantization
  15 Jan 2024 0 repositories listed
• ENTED: Enhanced Neural Texture Extraction and Distribution for Reference-based Blind Face Restoration
  13 Jan 2024 0 repositories listed
• Correlated Quantization for Faster Nonconvex Distributed Optimization
  10 Jan 2024 0 repositories listed
• Memory-Efficient Fine-Tuning for Quantized Diffusion Model
  9 Jan 2024 0 repositories listed
• A Video Coding Method Based on Neural Network for CLIC2024
  8 Jan 2024 0 repositories listed
• Detecting Face Synthesis Using a Concealed Fusion Model
  8 Jan 2024 0 repositories listed
• FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs
  8 Jan 2024 0 repositories listed
• Data-driven Dynamic Event-triggered Control
  7 Jan 2024 0 repositories listed
• A Cost-Efficient FPGA Implementation of Tiny Transformer Model using Neural ODE
  5 Jan 2024 0 repositories listed
• Enhancing Generalization of Invisible Facial Privacy Cloak via Gradient Accumulation
  3 Jan 2024 0 repositories listed
• Model-Free Learning for the Linear Quadratic Regulator over Rate-Limited Channels
  2 Jan 2024 0 repositories listed
• Are Conventional SNNs Really Efficient? A Perspective from Network Quantization
  1 Jan 2024 0 repositories listed
• Data-Free Quantization via Pseudo-label Filtering
  1 Jan 2024 0 repositories listed
• Enhancing Post-training Quantization Calibration through Contrastive Learning
  1 Jan 2024 0 repositories listed
• PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks
  1 Jan 2024 0 repositories listed
• PredToken: Predicting Unknown Tokens and Beyond with Coarse-to-Fine Iterative Decoding
  1 Jan 2024 0 repositories listed
• Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector
  1 Jan 2024 0 repositories listed
• HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes
  31 Dec 2023 0 repositories listed
• Compact Neural Graphics Primitives with Learned Hash Probing
  28 Dec 2023 0 repositories listed
• A-SDM: Accelerating Stable Diffusion through Redundancy Removal and Performance Optimization
  24 Dec 2023 0 repositories listed
• Efficient Asynchronous Federated Learning with Sparsification and Quantization
  23 Dec 2023 0 repositories listed
• Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization
  23 Dec 2023 0 repositories listed
• Cross-Layer Optimization for Fault-Tolerant Deep Learning
  21 Dec 2023 0 repositories listed
• SimQ-NAS: Simultaneous Quantization Policy and Neural Architecture Search
  19 Dec 2023 0 repositories listed
• Power-Efficient Sampling
  18 Dec 2023 0 repositories listed
• Quantized Decoder in Learned Image Compression for Deterministic Reconstruction
  18 Dec 2023 0 repositories listed
• IQNet: Image Quality Assessment Guided Just Noticeable Difference Prefiltering For Versatile Video Coding
  15 Dec 2023 0 repositories listed
• Design Space Exploration of Low-Bit Quantized Neural Networks for Visual Place Recognition
  14 Dec 2023 0 repositories listed
• CBQ: Cross-Block Quantization for Large Language Models
  13 Dec 2023 0 repositories listed
• USM-Lite: Quantization and Sparsity Aware Fine-tuning for Speech Recognition with Universal Speech Models
  13 Dec 2023 0 repositories listed
• Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization
  12 Dec 2023 0 repositories listed
• IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means
  12 Dec 2023 0 repositories listed
• When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks
  12 Dec 2023 0 repositories listed
• FP8-BERT: Post-Training Quantization for Transformer
  10 Dec 2023 0 repositories listed
• Neural Architecture Codesign for Fast Bragg Peak Analysis
  10 Dec 2023 0 repositories listed
• QMGeo: Differentially Private Federated Learning via Stochastic Quantization with Mixed Truncated Geometric Distribution
  10 Dec 2023 0 repositories listed
• Automotive Radar Sensing with Sparse Linear Arrays Using One-Bit Hankel Matrix Completion
  9 Dec 2023 0 repositories listed
• Efficient Quantization Strategies for Latent Diffusion Models
  9 Dec 2023 0 repositories listed
• An Experimental Study: Assessing the Combined Framework of WavLM and BEST-RQ for Text-to-Speech Synthesis
  8 Dec 2023 0 repositories listed
• Rate-splitting Multiple Access for Hierarchical HAP-LAP Networks under Limited Fronthaul
  7 Dec 2023 0 repositories listed
• GenQ: Quantization in Low Data Regimes with Generative Synthetic Data
  7 Dec 2023 0 repositories listed
• Enhancing Kinship Verification through Multiscale Retinex and Combined Deep-Shallow features
  6 Dec 2023 0 repositories listed
• All Rivers Run to the Sea: Private Learning with Asymmetric Flows
  5 Dec 2023 0 repositories listed
• Unified learning-based lossy and lossless JPEG recompression
  5 Dec 2023 0 repositories listed
• Low-Precision Mixed-Computation Models for Inference on Edge
  3 Dec 2023 0 repositories listed
• Adaptive Resource Allocation for Semantic Communication Networks
  2 Dec 2023 0 repositories listed
• A New Old Idea: Beam-Steering Reflectarrays for Efficient Sub-THz Multiuser MIMO
  30 Nov 2023 0 repositories listed
• Improving the Robustness of Quantized Deep Neural Networks to White-Box Attacks using Stochastic Quantization and Information-Theoretic Ensemble Training
  30 Nov 2023 0 repositories listed
• Fault-Tolerant Four-Dimensional Constellation for Coherent Optical Transmission Systems
  29 Nov 2023 0 repositories listed
• Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices
  29 Nov 2023 0 repositories listed
• Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization
  28 Nov 2023 0 repositories listed
• PIPE : Parallelized Inference Through Post-Training Quantization Ensembling of Residual Expansions
  27 Nov 2023 0 repositories listed
• Relationship between Model Compression and Adversarial Robustness: A Review of Current Evidence
  27 Nov 2023 0 repositories listed
• SNN Architecture for Differential Time Encoding Using Decoupled Processing Time
  24 Nov 2023 0 repositories listed
• A Blockchain Solution for Collaborative Machine Learning over IoT
  23 Nov 2023 0 repositories listed
• SySMOL: Co-designing Algorithms and Hardware for Neural Networks with Heterogeneous Precisions
  23 Nov 2023 0 repositories listed
• Modulation For Modulo: A Sampling-Efficient High-Dynamic Range ADC
  22 Nov 2023 0 repositories listed
• Uncertainty Estimation in Multi-Agent Distributed Learning
  22 Nov 2023 0 repositories listed
• Deep Learning-Based Real-Time Quality Control of Standard Video Compression for Live Streaming
  21 Nov 2023 0 repositories listed
• Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs
  21 Nov 2023 0 repositories listed
• Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review
  20 Nov 2023 0 repositories listed
• Tiny-VBF: Resource-Efficient Vision Transformer based Lightweight Beamformer for Ultrasound Single-Angle Plane Wave Imaging
  20 Nov 2023 0 repositories listed
• Low-Precision Floating-Point for Efficient On-Board Deep Neural Network Processing
  18 Nov 2023 0 repositories listed
• Is Conventional SNN Really Efficient? A Perspective from Network Quantization
  17 Nov 2023 0 repositories listed
• A Speed Odyssey for Deployable Quantization of LLMs
  16 Nov 2023 0 repositories listed