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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 43 of 50: papers 4,201 to 4,300 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.

• Kernel Quantization for Efficient Network Compression
  11 Mar 2020 0 repositories listed
• Communication-efficient Variance-reduced Stochastic Gradient Descent
  10 Mar 2020 0 repositories listed
• Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback
  7 Mar 2020 0 repositories listed
• Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications
  5 Mar 2020 0 repositories listed
• Optimizing JPEG Quantization for Classification Networks
  5 Mar 2020 0 repositories listed
• A Survey on Deep Hashing Methods
  4 Mar 2020 0 repositories listed
• WaveQ: Gradient-Based Deep Quantization of Neural Networks through Sinusoidal Adaptive Regularization
  29 Feb 2020 0 repositories listed
• Phoenix: A Low-Precision Floating-Point Quantization Oriented Architecture for Convolutional Neural Networks
  29 Feb 2020 0 repositories listed
• Adversarial Attack on Deep Product Quantization Network for Image Retrieval
  26 Feb 2020 0 repositories listed
• Moniqua: Modulo Quantized Communication in Decentralized SGD
  26 Feb 2020 0 repositories listed
• Quantized Neural Network Inference with Precision Batching
  26 Feb 2020 0 repositories listed
• Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks
  25 Feb 2020 0 repositories listed
• Optimal Gradient Quantization Condition for Communication-Efficient Distributed Training
  25 Feb 2020 0 repositories listed
• Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees
  25 Feb 2020 0 repositories listed
• OptComNet: Optimized Neural Networks for Low-Complexity Channel Estimation
  24 Feb 2020 0 repositories listed
• PoET-BiN: Power Efficient Tiny Binary Neurons
  23 Feb 2020 0 repositories listed
• Quantized Decentralized Stochastic Learning over Directed Graphs
  23 Feb 2020 0 repositories listed
• New Bounds For Distributed Mean Estimation and Variance Reduction
  21 Feb 2020 0 repositories listed
• Learning Multi-granular Quantized Embeddings for Large-Vocab Categorical Features in Recommender Systems
  20 Feb 2020 0 repositories listed
• Post-training Quantization with Multiple Points: Mixed Precision without Mixed Precision
  20 Feb 2020 0 repositories listed
• Uncertainty Principle for Communication Compression in Distributed and Federated Learning and the Search for an Optimal Compressor
  20 Feb 2020 0 repositories listed
• SYMOG: learning symmetric mixture of Gaussian modes for improved fixed-point quantization
  19 Feb 2020 0 repositories listed
• Gradient ℓ₁ Regularization for Quantization Robustness
  18 Feb 2020 0 repositories listed
• Realizing a Low-Power Head-Mounted Phase-Only Holographic Display by Light-Weight Compression
  14 Feb 2020 0 repositories listed
• BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization
  8 Feb 2020 0 repositories listed
• Accelerating Deep Learning Inference via Freezing
  7 Feb 2020 0 repositories listed
• Switchable Precision Neural Networks
  7 Feb 2020 0 repositories listed
• Differentially Quantized Gradient Methods
  6 Feb 2020 0 repositories listed
• Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior
  6 Feb 2020 0 repositories listed
• Random VLAD based Deep Hashing for Efficient Image Retrieval
  6 Feb 2020 0 repositories listed
• Emotion Recognition Using Speaker Cues
  4 Feb 2020 0 repositories listed
• Automatic Pruning for Quantized Neural Networks
  3 Feb 2020 0 repositories listed
• Widening and Squeezing: Towards Accurate and Efficient QNNs
  3 Feb 2020 0 repositories listed
• SQWA: Stochastic Quantized Weight Averaging for Improving the Generalization Capability of Low-Precision Deep Neural Networks
  2 Feb 2020 0 repositories listed
• Optimal Controller Synthesis and Dynamic Quantizer Switching for Linear-Quadratic-Gaussian Systems
  31 Jan 2020 0 repositories listed
• Optimized Feature Space Learning for Generating Efficient Binary Codes for Image Retrieval
  30 Jan 2020 0 repositories listed
• Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms
  29 Jan 2020 0 repositories listed
• Deep Learning-based Image Compression with Trellis Coded Quantization
  26 Jan 2020 0 repositories listed
• Communication Efficient Federated Learning over Multiple Access Channels
  23 Jan 2020 0 repositories listed
• Adaptive Dithering Using Curved Markov-Gaussian Noise in the Quantized Domain for Mapping SDR to HDR Image
  20 Jan 2020 0 repositories listed
• Real-Time Object Detection and Recognition on Low-Compute Humanoid Robots using Deep Learning
  20 Jan 2020 0 repositories listed
• Shifted and Squeezed 8-bit Floating Point format for Low-Precision Training of Deep Neural Networks
  16 Jan 2020 0 repositories listed
• A "Network Pruning Network" Approach to Deep Model Compression
  15 Jan 2020 0 repositories listed
• Asymmetric Correlation Quantization Hashing for Cross-modal Retrieval
  14 Jan 2020 0 repositories listed
• Hierarchical Modeling of Multidimensional Data in Regularly Decomposed Spaces: Synthesis and Perspective
  13 Jan 2020 0 repositories listed
• Embedding Compression with Isotropic Iterative Quantization
  11 Jan 2020 0 repositories listed
• Gaussian Approximation of Quantization Error for Estimation from Compressed Data
  9 Jan 2020 0 repositories listed
• Resource-Efficient Neural Networks for Embedded Systems
  7 Jan 2020 0 repositories listed
• RPR: Random Partition Relaxation for Training; Binary and Ternary Weight Neural Networks
  4 Jan 2020 0 repositories listed
• Attention based on-device streaming speech recognition with large speech corpus
  2 Jan 2020 0 repositories listed
• Acceleration for Compressed Gradient Descent in Distributed Optimization
  1 Jan 2020 0 repositories listed
• Differentiable Product Quantization for Learning Compact Embedding Layers
  1 Jan 2020 0 repositories listed
• Don't Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TinyScript
  1 Jan 2020 0 repositories listed
• Efficient Systolic Array Based on Decomposable MAC for Quantized Deep Neural Networks
  1 Jan 2020 0 repositories listed
• New Loss Functions for Fast Maximum Inner Product Search
  1 Jan 2020 0 repositories listed
• Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
  1 Jan 2020 0 repositories listed
• Mixed-Precision Quantized Neural Network with Progressively Decreasing Bitwidth For Image Classification and Object Detection
  29 Dec 2019 0 repositories listed
• Towards Unified INT8 Training for Convolutional Neural Network
  29 Dec 2019 0 repositories listed
• FQ-Conv: Fully Quantized Convolution for Efficient and Accurate Inference
  19 Dec 2019 0 repositories listed
• Interleaved Composite Quantization for High-Dimensional Similarity Search
  18 Dec 2019 0 repositories listed
• Neural Networks Weights Quantization: Target None-retraining Ternary (TNT)
  18 Dec 2019 0 repositories listed
• Efficient Error-Tolerant Quantized Neural Network Accelerators
  16 Dec 2019 0 repositories listed
• Attention network forecasts time-to-failure in laboratory shear experiments
  12 Dec 2019 0 repositories listed
• Learned Variable-Rate Image Compression with Residual Divisive Normalization
  11 Dec 2019 0 repositories listed
• Maximum Average Entropy-Based Quantization of Local Observations for Distributed Detection
  10 Dec 2019 0 repositories listed
• Compressing 3DCNNs Based on Tensor Train Decomposition
  8 Dec 2019 0 repositories listed
• Tensor Recovery from Noisy and Multi-Level Quantized Measurements
  5 Dec 2019 0 repositories listed
• Deep Model Compression Via Two-Stage Deep Reinforcement Learning
  4 Dec 2019 0 repositories listed
• RTN: Reparameterized Ternary Network
  4 Dec 2019 0 repositories listed
• EDAS: Efficient and Differentiable Architecture Search
  3 Dec 2019 0 repositories listed
• Generalization Error Analysis of Quantized Compressive Learning
  1 Dec 2019 0 repositories listed
• Random Projections with Asymmetric Quantization
  1 Dec 2019 0 repositories listed
• The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic
  1 Dec 2019 0 repositories listed
• A binary-activation, multi-level weight RNN and training algorithm for ADC-/DAC-free and noise-resilient processing-in-memory inference with eNVM
  30 Nov 2019 0 repositories listed
• Semi-Relaxed Quantization with DropBits: Training Low-Bit Neural Networks via Bit-wise Regularization
  29 Nov 2019 0 repositories listed
• Neural Network-Inspired Analog-to-Digital Conversion to Achieve Super-Resolution with Low-Precision RRAM Devices
  28 Nov 2019 0 repositories listed
• QKD: Quantization-aware Knowledge Distillation
  28 Nov 2019 0 repositories listed
• Two-Stage Learning for Uplink Channel Estimation in One-Bit Massive MIMO
  27 Nov 2019 0 repositories listed
• A SOT-MRAM-based Processing-In-Memory Engine for Highly Compressed DNN Implementation
  24 Nov 2019 0 repositories listed
• Pyramid Vector Quantization and Bit Level Sparsity in Weights for Efficient Neural Networks Inference
  24 Nov 2019 0 repositories listed
• AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers
  19 Nov 2019 0 repositories listed
• IFQ-Net: Integrated Fixed-point Quantization Networks for Embedded Vision
  19 Nov 2019 0 repositories listed
• Efficient Hardware Implementation of Incremental Learning and Inference on Chip
  18 Nov 2019 0 repositories listed
• vqSGD: Vector Quantized Stochastic Gradient Descent
  18 Nov 2019 0 repositories listed
• One-Bit Sigma-Delta modulation on the circle
  14 Nov 2019 0 repositories listed
• The Canonical Distortion Measure for Vector Quantization and Function Approximation
  14 Nov 2019 0 repositories listed
• DupNet: Towards Very Tiny Quantized CNN with Improved Accuracy for Face Detection
  13 Nov 2019 0 repositories listed
• Quantization-based Bermudan option pricing in the FX world
  13 Nov 2019 0 repositories listed
• Iteratively Training Look-Up Tables for Network Quantization
  12 Nov 2019 0 repositories listed
• Multiple yield curve modelling with CBI processes
  7 Nov 2019 0 repositories listed
• Post-Training 4-bit Quantization on Embedding Tables
  5 Nov 2019 0 repositories listed
• Ternary MobileNets via Per-Layer Hybrid Filter Banks
  4 Nov 2019 0 repositories listed
• Adaptive Precision Training: Quantify Back Propagation in Neural Networks with Fixed-point Numbers
  1 Nov 2019 0 repositories listed
• Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters
  1 Nov 2019 0 repositories listed
• MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model
  1 Nov 2019 0 repositories listed
• On Distributed Quantization for Classification
  1 Nov 2019 0 repositories listed
• On Neural Architecture Search for Resource-Constrained Hardware Platforms
  31 Oct 2019 0 repositories listed
• SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization
  31 Oct 2019 0 repositories listed
• Channel Estimation for MIMO Hybrid Architectures with Low Resolution ADCs for mmWave Communication
  30 Oct 2019 0 repositories listed
• Exploiting Intelligent Reflecting Surfaces in NOMA Networks: Joint Beamforming Optimization
  30 Oct 2019 0 repositories listed