Browse State-of-the-Art › Quantization › Papers, page 31

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 31 of 50: papers 3,001 to 3,100 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.

• Augmenting Hessians with Inter-Layer Dependencies for Mixed-Precision Post-Training Quantization
  8 Jun 2023 0 repositories listed
• Iterative Signal Processing for Integrated Sensing and Communication Systems
  8 Jun 2023 0 repositories listed
• Sensitivity-Aware Finetuning for Accuracy Recovery on Deep Learning Hardware
  5 Jun 2023 0 repositories listed
• Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference
  4 Jun 2023 0 repositories listed
• Temporal Dynamic Quantization for Diffusion Models
  4 Jun 2023 0 repositories listed
• Dynamic quantized consensus under DoS attacks: Towards a tight zooming-out factor
  1 Jun 2023 0 repositories listed
• FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization
  1 Jun 2023 0 repositories listed
• On the Effectiveness of Hybrid Mutual Information Estimation
  1 Jun 2023 0 repositories listed
• Quantization-Aware and Tensor-Compressed Training of Transformers for Natural Language Understanding
  1 Jun 2023 0 repositories listed
• Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition
  1 Jun 2023 0 repositories listed
• Asymptotic Performance Analysis of Large-Scale Active IRS-Aided Wireless Network
  31 May 2023 0 repositories listed
• Implementation of a framework for deploying AI inference engines in FPGAs
  30 May 2023 0 repositories listed
• Intriguing Properties of Quantization at Scale
  30 May 2023 0 repositories listed
• Low Precision Quantization-aware Training in Spiking Neural Networks with Differentiable Quantization Function
  30 May 2023 0 repositories listed
• PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models
  30 May 2023 0 repositories listed
• Stochastic Gradient Langevin Dynamics Based on Quantization with Increasing Resolution
  30 May 2023 0 repositories listed
• BRICS: Bi-level feature Representation of Image CollectionS
  29 May 2023 0 repositories listed
• DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes
  29 May 2023 0 repositories listed
• Global-QSGD: Practical Floatless Quantization for Distributed Learning with Theoretical Guarantees
  29 May 2023 0 repositories listed
• Reducing Communication for Split Learning by Randomized Top-k Sparsification
  29 May 2023 0 repositories listed
• Reversible Quantization Index Modulation for Static Deep Neural Network Watermarking
  29 May 2023 0 repositories listed
• SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics
  29 May 2023 0 repositories listed
• Efficient Storage of Fine-Tuned Models via Low-Rank Approximation of Weight Residuals
  28 May 2023 0 repositories listed
• Examining the Role and Limits of Batchnorm Optimization to Mitigate Diverse Hardware-noise in In-memory Computing
  28 May 2023 0 repositories listed
• 2-bit Conformer quantization for automatic speech recognition
  26 May 2023 0 repositories listed
• BinaryViT: Towards Efficient and Accurate Binary Vision Transformers
  24 May 2023 0 repositories listed
• Just CHOP: Embarrassingly Simple LLM Compression
  24 May 2023 0 repositories listed
• RAND: Robustness Aware Norm Decay For Quantized Seq2seq Models
  24 May 2023 0 repositories listed
• Adversarial Defenses via Vector Quantization
  23 May 2023 0 repositories listed
• Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML
  23 May 2023 0 repositories listed
• Downlink Clustering-Based Scheduling of IRS-Assisted Communications With Reconfiguration Constraints
  23 May 2023 0 repositories listed
• Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization
  23 May 2023 0 repositories listed
• Differential Privacy with Random Projections and Sign Random Projections
  22 May 2023 0 repositories listed
• Digital-SC: Digital Semantic Communication with Adaptive Network Split and Learned Non-Linear Quantization
  22 May 2023 0 repositories listed
• Revisiting Data Augmentation in Model Compression: An Empirical and Comprehensive Study
  22 May 2023 0 repositories listed
• TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object Detection Network for Low Power Microcontrollers
  22 May 2023 0 repositories listed
• TSPTQ-ViT: Two-scaled post-training quantization for vision transformer
  22 May 2023 0 repositories listed
• Atomic Anatomy of Low-Inertia Power Systems
  21 May 2023 0 repositories listed
• Bi-ViT: Pushing the Limit of Vision Transformer Quantization
  21 May 2023 0 repositories listed
• FAQ: Mitigating the Impact of Faults in the Weight Memory of DNN Accelerators through Fault-Aware Quantization
  21 May 2023 0 repositories listed
• Integer or Floating Point? New Outlooks for Low-Bit Quantization on Large Language Models
  21 May 2023 0 repositories listed
• ReTAG: Reasoning Aware Table to Analytic Text Generation
  19 May 2023 0 repositories listed
• Two-Bit RIS-Aided Communications at 3.5GHz: Some Insights from the Measurement Results Under Multiple Practical Scenes
  19 May 2023 0 repositories listed
• Boost Vision Transformer with GPU-Friendly Sparsity and Quantization
  18 May 2023 0 repositories listed
• Q-SHED: Distributed Optimization at the Edge via Hessian Eigenvectors Quantization
  18 May 2023 0 repositories listed
• DQ-Whisper: Joint Distillation and Quantization for Efficient Multilingual Speech Recognition
  18 May 2023 0 repositories listed
• Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt
  17 May 2023 0 repositories listed
• Component Training of Turbo Autoencoders
  16 May 2023 0 repositories listed
• Designing Discontinuities
  15 May 2023 0 repositories listed
• Fast Inference of Tree Ensembles on ARM Devices
  15 May 2023 0 repositories listed
• Straightening Out the Straight-Through Estimator: Overcoming Optimization Challenges in Vector Quantized Networks
  15 May 2023 0 repositories listed
• Task-Oriented Communication Design at Scale
  15 May 2023 0 repositories listed
• Analyzing Compression Techniques for Computer Vision
  14 May 2023 0 repositories listed
• Federated TD Learning over Finite-Rate Erasure Channels: Linear Speedup under Markovian Sampling
  14 May 2023 0 repositories listed
• Accelerator-Aware Training for Transducer-Based Speech Recognition
  12 May 2023 0 repositories listed
• Patch-wise Mixed-Precision Quantization of Vision Transformer
  11 May 2023 0 repositories listed
• Speaker Diaphragm Excursion Prediction: deep attention and online adaptation
  11 May 2023 0 repositories listed
• Mobile Image Restoration via Prior Quantization
  10 May 2023 0 repositories listed
• Multiscale Augmented Normalizing Flows for Image Compression
  9 May 2023 0 repositories listed
• CrAFT: Compression-Aware Fine-Tuning for Efficient Visual Task Adaptation
  8 May 2023 0 repositories listed
• Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation
  6 May 2023 0 repositories listed
• Emulation Learning for Neuromimetic Systems
  4 May 2023 0 repositories listed
• Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization
  4 May 2023 0 repositories listed
• Hybrid model for Single-Stage Multi-Person Pose Estimation
  2 May 2023 0 repositories listed
• ICQ: A Quantization Scheme for Best-Arm Identification Over Bit-Constrained Channels
  30 Apr 2023 0 repositories listed
• Guaranteed Quantization Error Computation for Neural Network Model Compression
  26 Apr 2023 0 repositories listed
• Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning
  26 Apr 2023 0 repositories listed
• Membrane Potential Distribution Adjustment and Parametric Surrogate Gradient in Spiking Neural Networks
  26 Apr 2023 0 repositories listed
• Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks
  25 Apr 2023 0 repositories listed
• Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations
  21 Apr 2023 0 repositories listed
• Transformer-based models and hardware acceleration analysis in autonomous driving: A survey
  21 Apr 2023 0 repositories listed
• Improving Post-Training Quantization on Object Detection with Task Loss-Guided Lp Metric
  19 Apr 2023 0 repositories listed
• DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables
  18 Apr 2023 0 repositories listed
• ATHEENA: A Toolflow for Hardware Early-Exit Network Automation
  17 Apr 2023 0 repositories listed
• Soft Label Coding for End-to-end Sound Source Localization With Ad-hoc Microphone Arrays
  15 Apr 2023 0 repositories listed
• Convergence rate of Tsallis entropic regularized optimal transport
  13 Apr 2023 0 repositories listed
• D-SVM over Networked Systems with Non-Ideal Linking Conditions
  13 Apr 2023 0 repositories listed
• End-to-end codesign of Hessian-aware quantized neural networks for FPGAs and ASICs
  13 Apr 2023 0 repositories listed
• Unsupervised Multi-Criteria Adversarial Detection in Deep Image Retrieval
  9 Apr 2023 0 repositories listed
• Benchmarking the Robustness of Quantized Models
  8 Apr 2023 0 repositories listed
• AutoQNN: An End-to-End Framework for Automatically Quantizing Neural Networks
  7 Apr 2023 0 repositories listed
• FedDiSC: A Computation-efficient Federated Learning Framework for Power Systems Disturbance and Cyber Attack Discrimination
  7 Apr 2023 0 repositories listed
• Blockwise Compression of Transformer-based Models without Retraining
  4 Apr 2023 0 repositories listed
• A Unified Compression Framework for Efficient Speech-Driven Talking-Face Generation
  2 Apr 2023 0 repositories listed
• Distributed Optimization for Quadratic Cost Functions over Large-Scale Networks with Quantized Communication and Finite-Time Convergence
  2 Apr 2023 0 repositories listed
• FP8 versus INT8 for efficient deep learning inference
  31 Mar 2023 0 repositories listed
• A Joint Model and Data Driven Method for Distributed Estimation
  30 Mar 2023 0 repositories listed
• oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes
  30 Mar 2023 0 repositories listed
• Low-Dose CT Image Reconstruction using Vector Quantized Convolutional Autoencoder with Perceptual Loss
  28 Mar 2023 0 repositories listed
• Tetra-AML: Automatic Machine Learning via Tensor Networks
  28 Mar 2023 0 repositories listed
• Binarizing Sparse Convolutional Networks for Efficient Point Cloud Analysis
  27 Mar 2023 0 repositories listed
• An Evaluation of Memory Optimization Methods for Training Neural Networks
  26 Mar 2023 0 repositories listed
• LVQAC: Lattice Vector Quantization Coupled with Spatially Adaptive Companding for Efficient Learned Image Compression
  25 Mar 2023 0 repositories listed
• Towards Accurate Post-Training Quantization for Vision Transformer
  25 Mar 2023 0 repositories listed
• Benchmarking the Reliability of Post-training Quantization: a Particular Focus on Worst-case Performance
  23 Mar 2023 0 repositories listed
• Scaled Quantization for the Vision Transformer
  23 Mar 2023 0 repositories listed
• Low Rank Optimization for Efficient Deep Learning: Making A Balance between Compact Architecture and Fast Training
  22 Mar 2023 0 repositories listed
• Fighting over-fitting with quantization for learning deep neural networks on noisy labels
  21 Mar 2023 0 repositories listed
• Quantized Zero Dynamics Attacks against Sampled-data Control Systems
  21 Mar 2023 0 repositories listed
• R2 Loss: Range Restriction Loss for Model Compression and Quantization
  14 Mar 2023 0 repositories listed