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Model Compression

Papers archive 2025-07-28

archive papers tagged: 1,356 · with a code link: 440 · where Syntology ran a sample: 119 (97 with a run with no instrument failure, 22 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (119 of 1,356 tagged: 97 with a run with no instrument failure, 22 where every run was a failure of Syntology's instrument)

Page 13 of 14: papers 1,201 to 1,300 of 1,356, 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.

• Explaining Sequence-Level Knowledge Distillation as Data-Augmentation for Neural Machine Translation
  6 Dec 2019 0 repositories listed
• Deep Model Compression Via Two-Stage Deep Reinforcement Learning
  4 Dec 2019 0 repositories listed
• The Knowledge Within: Methods for Data-Free Model Compression
  3 Dec 2019 0 repositories listed
• Pruning at a Glance: Global Neural Pruning for Model Compression
  30 Nov 2019 0 repositories listed
• Communication-Efficient Distributed Online Learning with Kernels
  28 Nov 2019 0 repositories listed
• Data-Driven Compression of Convolutional Neural Networks
  28 Nov 2019 0 repositories listed
• Structured Multi-Hashing for Model Compression
  25 Nov 2019 0 repositories listed
• A SOT-MRAM-based Processing-In-Memory Engine for Highly Compressed DNN Implementation
  24 Nov 2019 0 repositories listed
• Graph Pruning for Model Compression
  22 Nov 2019 0 repositories listed
• DARB: A Density-Aware Regular-Block Pruning for Deep Neural Networks
  19 Nov 2019 0 repositories listed
• Distributed Low Precision Training Without Mixed Precision
  18 Nov 2019 0 repositories listed
• ASCAI: Adaptive Sampling for acquiring Compact AI
  15 Nov 2019 0 repositories listed
• SubCharacter Chinese-English Neural Machine Translation with Wubi encoding
  7 Nov 2019 0 repositories listed
• Localization-aware Channel Pruning for Object Detection
  6 Nov 2019 0 repositories listed
• Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond
  28 Oct 2019 0 repositories listed
• Cross-Channel Intragroup Sparsity Neural Network
  26 Oct 2019 0 repositories listed
• LPRNet: Lightweight Deep Network by Low-rank Pointwise Residual Convolution
  25 Oct 2019 0 repositories listed
• Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System
  18 Oct 2019 0 repositories listed
• Structured Pruning of a BERT-based Question Answering Model
  14 Oct 2019 0 repositories listed
• Differentiable Sparsification for Deep Neural Networks
  8 Oct 2019 0 repositories listed
• REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs
  29 Sep 2019 0 repositories listed
• Robust Membership Encoding: Inference Attacks and Copyright Protection for Deep Learning
  27 Sep 2019 0 repositories listed
• Atomic Compression Networks
  25 Sep 2019 0 repositories listed
• Balancing Specialization, Generalization, and Compression for Detection and Tracking
  25 Sep 2019 0 repositories listed
• Decoupling Weight Regularization from Batch Size for Model Compression
  25 Sep 2019 0 repositories listed
• Extremely Small BERT Models from Mixed-Vocabulary Training
  25 Sep 2019 0 repositories listed
• GQ-Net: Training Quantization-Friendly Deep Networks
  25 Sep 2019 0 repositories listed
• Network Pruning for Low-Rank Binary Index
  25 Sep 2019 0 repositories listed
• Differentiable Mask for Pruning Convolutional and Recurrent Networks
  10 Sep 2019 0 repositories listed
• PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices
  6 Sep 2019 0 repositories listed
• On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression
  27 Aug 2019 0 repositories listed
• Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation
  27 Aug 2019 0 repositories listed
• MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors
  21 Aug 2019 0 repositories listed
• Tuning Algorithms and Generators for Efficient Edge Inference
  31 Jul 2019 0 repositories listed
• Memory- and Communication-Aware Model Compression for Distributed Deep Learning Inference on IoT
  26 Jul 2019 0 repositories listed
• Neural Epitome Search for Architecture-Agnostic Network Compression
  12 Jul 2019 0 repositories listed
• Data-Independent Neural Pruning via Coresets
  9 Jul 2019 0 repositories listed
• ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning
  8 Jul 2019 0 repositories listed
• AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates
  6 Jul 2019 0 repositories listed
• Non-Structured DNN Weight Pruning -- Is It Beneficial in Any Platform?
  3 Jul 2019 0 repositories listed
• Weight Normalization based Quantization for Deep Neural Network Compression
  1 Jul 2019 0 repositories listed
• Joint Regularization on Activations and Weights for Efficient Neural Network Pruning
  19 Jun 2019 0 repositories listed
• Scalable Model Compression by Entropy Penalized Reparameterization
  15 Jun 2019 0 repositories listed
• Membership Privacy for Machine Learning Models Through Knowledge Transfer
  15 Jun 2019 0 repositories listed
• Does Learning Require Memorization? A Short Tale about a Long Tail
  12 Jun 2019 0 repositories listed
• Network Implosion: Effective Model Compression for ResNets via Static Layer Pruning and Retraining
  10 Jun 2019 0 repositories listed
• Deep Face Recognition Model Compression via Knowledge Transfer and Distillation
  3 Jun 2019 0 repositories listed
• Cross Domain Model Compression by Structurally Weight Sharing
  1 Jun 2019 0 repositories listed
• Multi-Precision Quantized Neural Networks via Encoding Decomposition of -1 and +1
  31 May 2019 0 repositories listed
• HadaNets: Flexible Quantization Strategies for Neural Networks
  26 May 2019 0 repositories listed
• Learning Low-Rank Approximation for CNNs
  24 May 2019 0 repositories listed
• Structured Compression by Weight Encryption for Unstructured Pruning and Quantization
  24 May 2019 0 repositories listed
• DARC: Differentiable ARchitecture Compression
  20 May 2019 0 repositories listed
• Dream Distillation: A Data-Independent Model Compression Framework
  17 May 2019 0 repositories listed
• Network Pruning for Low-Rank Binary Indexing
  14 May 2019 0 repositories listed
• 2-bit Model Compression of Deep Convolutional Neural Network on ASIC Engine for Image Retrieval
  8 May 2019 0 repositories listed
• Creating Lightweight Object Detectors with Model Compression for Deployment on Edge Devices
  6 May 2019 0 repositories listed
• 26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone
  2 May 2019 0 repositories listed
• Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM
  2 May 2019 0 repositories listed
• Double Viterbi: Weight Encoding for High Compression Ratio and Fast On-Chip Reconstruction for Deep Neural Network
  1 May 2019 0 repositories listed
• Integral Pruning on Activations and Weights for Efficient Neural Networks
  1 May 2019 0 repositories listed
• Model Compression with Generative Adversarial Networks
  1 May 2019 0 repositories listed
• N-Ary Quantization for CNN Model Compression and Inference Acceleration
  1 May 2019 0 repositories listed
• Selective Convolutional Units: Improving CNNs via Channel Selectivity
  1 May 2019 0 repositories listed
• Conditional Teacher-Student Learning
  28 Apr 2019 0 repositories listed
• Survey of Dropout Methods for Deep Neural Networks
  25 Apr 2019 0 repositories listed
• Model Compression with Multi-Task Knowledge Distillation for Web-scale Question Answering System
  21 Apr 2019 0 repositories listed
• Compression and Localization in Reinforcement Learning for ATARI Games
  20 Apr 2019 0 repositories listed
• Matrix and tensor decompositions for training binary neural networks
  16 Apr 2019 0 repositories listed
• 3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation
  5 Apr 2019 0 repositories listed
• Real time backbone for semantic segmentation
  16 Mar 2019 0 repositories listed
• Recurrent Convolution for Compact and Cost-Adjustable Neural Networks: An Empirical Study
  26 Feb 2019 0 repositories listed
• Efficient Memory Management for GPU-based Deep Learning Systems
  19 Feb 2019 0 repositories listed
• Architecture Compression
  8 Feb 2019 0 repositories listed
• MICIK: MIning Cross-Layer Inherent Similarity Knowledge for Deep Model Compression
  3 Feb 2019 0 repositories listed
• Intrinsically Sparse Long Short-Term Memory Networks
  26 Jan 2019 0 repositories listed
• Exploring the 3D architectures of deep material network in data-driven multiscale mechanics
  2 Jan 2019 0 repositories listed
• Natively Interpretable Machine Learning and Artificial Intelligence: Preliminary Results and Future Directions
  2 Jan 2019 0 repositories listed
• A Low Effort Approach to Structured CNN Design Using PCA
  15 Dec 2018 0 repositories listed
• Stochastic Model Pruning via Weight Dropping Away and Back
  5 Dec 2018 0 repositories listed
• Leveraging Filter Correlations for Deep Model Compression
  26 Nov 2018 0 repositories listed
• A Survey of Mobile Computing for the Visually Impaired
  25 Nov 2018 0 repositories listed
• Joint Neural Architecture Search and Quantization
  23 Nov 2018 0 repositories listed
• Graph-Adaptive Pruning for Efficient Inference of Convolutional Neural Networks
  21 Nov 2018 0 repositories listed
• Stability Based Filter Pruning for Accelerating Deep CNNs
  20 Nov 2018 0 repositories listed
• Three Dimensional Convolutional Neural Network Pruning with Regularization-Based Method
  19 Nov 2018 0 repositories listed
• Private Model Compression via Knowledge Distillation
  13 Nov 2018 0 repositories listed
• Sequence-Level Knowledge Distillation for Model Compression of Attention-based Sequence-to-Sequence Speech Recognition
  12 Nov 2018 0 repositories listed
• FLOPs as a Direct Optimization Objective for Learning Sparse Neural Networks
  7 Nov 2018 0 repositories listed
• A Unified Framework of DNN Weight Pruning and Weight Clustering/Quantization Using ADMM
  5 Nov 2018 0 repositories listed
• DeepTwist: Learning Model Compression via Occasional Weight Distortion
  30 Oct 2018 0 repositories listed
• Distilling with Performance Enhanced Students
  24 Oct 2018 0 repositories listed
• To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference
  21 Oct 2018 0 repositories listed
• Block-wise Intermediate Representation Training for Model Compression
  20 Oct 2018 0 repositories listed
• Compression of Deep Neural Networks by combining pruning and low rank decomposition
  20 Oct 2018 0 repositories listed
• Pruning at a Glance: A Structured Class-Blind Pruning Technique for Model Compression
  20 Oct 2018 0 repositories listed
• Recurrent Convolutions: A Model Compression Point of View
  20 Oct 2018 0 repositories listed
• Progressive Weight Pruning of Deep Neural Networks using ADMM
  17 Oct 2018 0 repositories listed
• Rate Distortion For Model Compression: From Theory To Practice
  9 Oct 2018 0 repositories listed
• Efficient Computation of Quantized Neural Networks by {−1, +1} Encoding Decomposition
  8 Oct 2018 0 repositories listed