Browse State-of-the-Art › Quantization › Papers, page 29

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 29 of 50: papers 2,801 to 2,900 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.

• On the Impact of Calibration Data in Post-training Quantization and Pruning
  16 Nov 2023 0 repositories listed
• A Diffusion Model Based Quality Enhancement Method for HEVC Compressed Video
  15 Nov 2023 0 repositories listed
• Data Augmentations in Deep Weight Spaces
  15 Nov 2023 0 repositories listed
• A Different View of Sigma-Delta Modulators Under the Lens of Pulse Frequency Modulation
  12 Nov 2023 0 repositories listed
• EPIM: Efficient Processing-In-Memory Accelerators based on Epitome
  12 Nov 2023 0 repositories listed
• MetaMix: Meta-state Precision Searcher for Mixed-precision Activation Quantization
  12 Nov 2023 0 repositories listed
• Automated Heterogeneous Low-Bit Quantization of Multi-Model Deep Learning Inference Pipeline
  10 Nov 2023 0 repositories listed
• BICM-compatible Rate Adaptive Geometric Constellation Shaping Using Optimized Many-to-one Labeling
  10 Nov 2023 0 repositories listed
• Enhancing Computation Efficiency in Large Language Models through Weight and Activation Quantization
  9 Nov 2023 0 repositories listed
• Compressed and Sparse Models for Non-Convex Decentralized Learning
  9 Nov 2023 0 repositories listed
• Reducing the Side-Effects of Oscillations in Training of Quantized YOLO Networks
  9 Nov 2023 0 repositories listed
• RepQ: Generalizing Quantization-Aware Training for Re-Parametrized Architectures
  9 Nov 2023 0 repositories listed
• Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models
  7 Nov 2023 0 repositories listed
• Learning-Based Latency-Constrained Fronthaul Compression Optimization in C-RAN
  7 Nov 2023 0 repositories listed
• Generative Diffusion Models for Lattice Field Theory
  6 Nov 2023 0 repositories listed
• Learned layered coding for Successive Refinement in the Wyner-Ziv Problem
  6 Nov 2023 0 repositories listed
• Attention or Convolution: Transformer Encoders in Audio Language Models for Inference Efficiency
  5 Nov 2023 0 repositories listed
• AWEQ: Post-Training Quantization with Activation-Weight Equalization for Large Language Models
  2 Nov 2023 0 repositories listed
• Divergent Token Metrics: Measuring degradation to prune away LLM components -- and optimize quantization
  2 Nov 2023 0 repositories listed
• Crop Disease Classification using Support Vector Machines with Green Chromatic Coordinate (GCC) and Attention based feature extraction for IoT based Smart Agricultural Applications
  1 Nov 2023 0 repositories listed
• The bottleneck and ceiling effects in quantized tracking control of heterogeneous multi-agent systems under DoS attacks
  1 Nov 2023 0 repositories listed
• Q-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments
  31 Oct 2023 0 repositories listed
• A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification
  30 Oct 2023 0 repositories listed
• Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications
  30 Oct 2023 0 repositories listed
• High-probability Convergence Bounds for Nonlinear Stochastic Gradient Descent Under Heavy-tailed Noise
  28 Oct 2023 0 repositories listed
• Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation
  28 Oct 2023 0 repositories listed
• Distributed Delay-Tolerant Strategies for Equality-Constraint Sum-Preserving Resource Allocation
  27 Oct 2023 0 repositories listed
• Deep Imbalanced Regression via Hierarchical Classification Adjustment
  26 Oct 2023 0 repositories listed
• ZeroQuant-HERO: Hardware-Enhanced Robust Optimized Post-Training Quantization Framework for W8A8 Transformers
  26 Oct 2023 0 repositories listed
• General Point Model with Autoencoding and Autoregressive
  25 Oct 2023 0 repositories listed
• Transmitting Data Through Reconfigurable Intelligent Surface: A Spatial Sigma-Delta Modulation Approach
  25 Oct 2023 0 repositories listed
• Wide Flat Minimum Watermarking for Robust Ownership Verification of GANs
  25 Oct 2023 0 repositories listed
• LDPC Decoding with Degree-Specific Neural Message Weights and RCQ Decoding
  24 Oct 2023 0 repositories listed
• Deep Autoencoder-based Z-Interference Channels with Perfect and Imperfect CSI
  23 Oct 2023 0 repositories listed
• VQ-NeRF: Vector Quantization Enhances Implicit Neural Representations
  23 Oct 2023 0 repositories listed
• Spatial Sigma-Delta Modulation for Coarsely Quantized Massive MIMO Downlink: Flexible Designs by Convex Optimization
  22 Oct 2023 0 repositories listed
• An Overview on IEEE 802.11bf: WLAN Sensing
  20 Oct 2023 0 repositories listed
• Zero-Shot Sharpness-Aware Quantization for Pre-trained Language Models
  20 Oct 2023 0 repositories listed
• A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge
  18 Oct 2023 0 repositories listed
• Action-Quantized Offline Reinforcement Learning for Robotic Skill Learning
  18 Oct 2023 0 repositories listed
• VQ-NeRF: Neural Reflectance Decomposition and Editing with Vector Quantization
  18 Oct 2023 0 repositories listed
• Functional Invariants to Watermark Large Transformers
  17 Oct 2023 0 repositories listed
• Image Compression using only Attention based Neural Networks
  17 Oct 2023 0 repositories listed
• Robustness and Approximation of Discrete-time Mean-field Games under Discounted Cost Criterion
  16 Oct 2023 0 repositories listed
• LL-VQ-VAE: Learnable Lattice Vector-Quantization For Efficient Representations
  13 Oct 2023 0 repositories listed
• A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification
  12 Oct 2023 0 repositories listed
• Adaptive Quantization for Key Generation in Low-Power Wide-Area Networks
  11 Oct 2023 0 repositories listed
• Cost-Driven Hardware-Software Co-Optimization of Machine Learning Pipelines
  11 Oct 2023 0 repositories listed
• QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources
  11 Oct 2023 0 repositories listed
• Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers
  9 Oct 2023 0 repositories listed
• Dual Grained Quantization: Efficient Fine-Grained Quantization for LLM
  7 Oct 2023 0 repositories listed
• Hadamard Domain Training with Integers for Class Incremental Quantized Learning
  5 Oct 2023 0 repositories listed
• Learning A Disentangling Representation For PU Learning
  5 Oct 2023 0 repositories listed
• Robustness-Guided Image Synthesis for Data-Free Quantization
  5 Oct 2023 0 repositories listed
• VaSAB: The variable size adaptive information bottleneck for disentanglement on speech and singing voice
  5 Oct 2023 0 repositories listed
• Reinforcement Learning with Foundation Priors: Let the Embodied Agent Efficiently Learn on Its Own
  4 Oct 2023 0 repositories listed
• QuATON: Quantization Aware Training of Optical Neurons
  4 Oct 2023 0 repositories listed
• Soft Convex Quantization: Revisiting Vector Quantization with Convex Optimization
  4 Oct 2023 0 repositories listed
• Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit Quantization and Robustness
  3 Oct 2023 0 repositories listed
• Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks
  2 Oct 2023 0 repositories listed
• MobileNVC: Real-time 1080p Neural Video Compression on a Mobile Device
  2 Oct 2023 0 repositories listed
• DiskANN++: Efficient Page-based Search over Isomorphic Mapped Graph Index using Query-sensitivity Entry Vertex
  30 Sep 2023 0 repositories listed
• Quantization of Deep Neural Networks to facilitate self-correction of weights on Phase Change Memory-based analog hardware
  30 Sep 2023 0 repositories listed
• MixQuant: Mixed Precision Quantization with a Bit-width Optimization Search
  29 Sep 2023 0 repositories listed
• Network Memory Footprint Compression Through Jointly Learnable Codebooks and Mappings
  29 Sep 2023 0 repositories listed
• On Uniform Scalar Quantization for Learned Image Compression
  29 Sep 2023 0 repositories listed
• One-Bit Channel Estimation for IRS-aided Millimeter-Wave Massive MU-MISO System
  29 Sep 2023 0 repositories listed
• Revolutionizing Mobile Interaction: Enabling a 3 Billion Parameter GPT LLM on Mobile
  29 Sep 2023 0 repositories listed
• Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities
  28 Sep 2023 0 repositories listed
• Quantum Block-Matching Algorithm using Dissimilarity Measure
  27 Sep 2023 0 repositories listed
• Highly Efficient SNNs for High-speed Object Detection
  27 Sep 2023 0 repositories listed
• Low Latency of object detection for spikng neural network
  27 Sep 2023 0 repositories listed
• SHACIRA: Scalable HAsh-grid Compression for Implicit Neural Representations
  27 Sep 2023 0 repositories listed
• Constrained Deep Reinforcement Learning for Fronthaul Compression Optimization
  26 Sep 2023 0 repositories listed
• LORD: Low Rank Decomposition Of Monolingual Code LLMs For One-Shot Compression
  25 Sep 2023 0 repositories listed
• On Calibration of Modern Quantized Efficient Neural Networks
  25 Sep 2023 0 repositories listed
• On the Impact of Quantization and Pruning of Self-Supervised Speech Models for Downstream Speech Recognition Tasks "In-the-Wild''
  25 Sep 2023 0 repositories listed
• GHN-QAT: Training Graph Hypernetworks to Predict Quantization-Robust Parameters of Unseen Limited Precision Neural Networks
  24 Sep 2023 0 repositories listed
• From Text to Source: Results in Detecting Large Language Model-Generated Content
  23 Sep 2023 0 repositories listed
• Poster: Self-Supervised Quantization-Aware Knowledge Distillation
  22 Sep 2023 0 repositories listed
• Autoregressive Sign Language Production: A Gloss-Free Approach with Discrete Representations
  21 Sep 2023 0 repositories listed
• BELT:Bootstrapping Electroencephalography-to-Language Decoding and Zero-Shot Sentiment Classification by Natural Language Supervision
  21 Sep 2023 0 repositories listed
• Benchmarking quantized LLaMa-based models on the Brazilian Secondary School Exam
  21 Sep 2023 0 repositories listed
• SPFQ: A Stochastic Algorithm and Its Error Analysis for Neural Network Quantization
  20 Sep 2023 0 repositories listed
• Towards Real-Time Neural Video Codec for Cross-Platform Application Using Calibration Information
  20 Sep 2023 0 repositories listed
• Deep Learning based Fast and Accurate Beamforming for Millimeter-Wave Systems
  19 Sep 2023 0 repositories listed
• DeepliteRT: Computer Vision at the Edge
  19 Sep 2023 0 repositories listed
• Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition
  19 Sep 2023 0 repositories listed
• Semantic Text Compression for Classification
  19 Sep 2023 0 repositories listed
• RIS-Assisted Energy Harvesting Gains for Bistatic Backscatter Networks: Performance Analysis and RIS Phase Optimization
  18 Sep 2023 0 repositories listed
• A Precision-Scalable RISC-V DNN Processor with On-Device Learning Capability at the Extreme Edge
  15 Sep 2023 0 repositories listed
• Towards Practical and Efficient Image-to-Speech Captioning with Vision-Language Pre-training and Multi-modal Tokens
  15 Sep 2023 0 repositories listed
• Comparing Iterative and Least-Squares Based Phase Noise Tracking in Receivers with 1-bit Quantization and Oversampling
  12 Sep 2023 0 repositories listed
• Understanding the Impact of Post-Training Quantization on Large Language Models
  11 Sep 2023 0 repositories listed
• One-Bit-Aided Modulo Sampling for DOA Estimation
  10 Sep 2023 0 repositories listed
• Distributed Optimization via Gradient Descent with Event-Triggered Zooming over Quantized Communication
  8 Sep 2023 0 repositories listed
• Leveraging Pretrained Image-text Models for Improving Audio-Visual Learning
  8 Sep 2023 0 repositories listed
• HDR Imaging With One-Bit Quantization
  7 Sep 2023 0 repositories listed
• Training Acceleration of Low-Rank Decomposed Networks using Sequential Freezing and Rank Quantization
  7 Sep 2023 0 repositories listed
• Bandwidth-efficient Inference for Neural Image Compression
  6 Sep 2023 0 repositories listed