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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 14 of 14: papers 1,301 to 1,356 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.

• LIT: Block-wise Intermediate Representation Training for Model Compression
  2 Oct 2018 0 repositories listed
• Frustratingly Easy Model Ensemble for Abstractive Summarization
  1 Oct 2018 0 repositories listed
• MLPrune: Multi-Layer Pruning for Automated Neural Network Compression
  27 Sep 2018 0 repositories listed
• Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error
  26 Aug 2018 0 repositories listed
• Compressible Spectral Mixture Kernels with Sparse Dependency Structures for Gaussian Processes
  1 Aug 2018 0 repositories listed
• A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks
  26 Jul 2018 0 repositories listed
• Optimize Deep Convolutional Neural Network with Ternarized Weights and High Accuracy
  20 Jul 2018 0 repositories listed
• Statistical Model Compression for Small-Footprint Natural Language Understanding
  19 Jul 2018 0 repositories listed
• SGAD: Soft-Guided Adaptively-Dropped Neural Network
  4 Jul 2018 0 repositories listed
• GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking
  18 Jun 2018 0 repositories listed
• SCSP: Spectral Clustering Filter Pruning with Soft Self-adaption Manners
  14 Jun 2018 0 repositories listed
• Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices
  4 Jun 2018 0 repositories listed
• Retraining-Based Iterative Weight Quantization for Deep Neural Networks
  29 May 2018 0 repositories listed
• Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression
  25 May 2018 0 repositories listed
• Multi-Task Zipping via Layer-wise Neuron Sharing
  24 May 2018 0 repositories listed
• DEEPEYE: A Compact and Accurate Video Comprehension at Terminal Devices Compressed with Quantization and Tensorization
  21 May 2018 0 repositories listed
• Precise Box Score: Extract More Information from Datasets to Improve the Performance of Face Detection
  28 Apr 2018 0 repositories listed
• Developing Far-Field Speaker System Via Teacher-Student Learning
  14 Apr 2018 0 repositories listed
• Efficient Recurrent Neural Networks using Structured Matrices in FPGAs
  20 Mar 2018 0 repositories listed
• Interpreting Deep Classifier by Visual Distillation of Dark Knowledge
  11 Mar 2018 0 repositories listed
• Model compression for faster structural separation of macromolecules captured by Cellular Electron Cryo-Tomography
  31 Jan 2018 0 repositories listed
• Adaptive Quantization of Neural Networks
  1 Jan 2018 0 repositories listed
• DNN Model Compression Under Accuracy Constraints
  1 Jan 2018 0 repositories listed
• Don't encrypt the data; just approximate the model Towards Secure Transaction and Fair Pricing of Training Data
  1 Jan 2018 0 repositories listed
• Learning Efficient Object Detection Models with Knowledge Distillation
  1 Dec 2017 0 repositories listed
• Neural Regularized Domain Adaptation for Chinese Word Segmentation
  1 Dec 2017 0 repositories listed
• Improved Bayesian Compression
  17 Nov 2017 0 repositories listed
• Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy
  15 Nov 2017 0 repositories listed
• A Survey of Model Compression and Acceleration for Deep Neural Networks
  23 Oct 2017 0 repositories listed
• Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary Networks
  19 Sep 2017 0 repositories listed
• N2N Learning: Network to Network Compression via Policy Gradient Reinforcement Learning
  18 Sep 2017 0 repositories listed
• Learning Intrinsic Sparse Structures within Long Short-Term Memory
  15 Sep 2017 0 repositories listed
• A Deep Cascade Network for Unaligned Face Attribute Classification
  12 Sep 2017 0 repositories listed
• Model Distillation with Knowledge Transfer from Face Classification to Alignment and Verification
  9 Sep 2017 0 repositories listed
• DeepRebirth: Accelerating Deep Neural Network Execution on Mobile Devices
  16 Aug 2017 0 repositories listed
• DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer
  5 Jul 2017 0 repositories listed
• Tensor Contraction Layers for Parsimonious Deep Nets
  1 Jun 2017 0 repositories listed
• Acoustic Model Compression with MAP adaptation
  1 May 2017 0 repositories listed
• Exploiting random projections and sparsity with random forests and gradient boosting methods -- Application to multi-label and multi-output learning, random forest model compression and leveraging input sparsity
  26 Apr 2017 0 repositories listed
• A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation
  12 Mar 2017 0 repositories listed
• Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization
  8 Feb 2017 0 repositories listed
• Compression of Deep Neural Networks for Image Instance Retrieval
  18 Jan 2017 0 repositories listed
• QuickNet: Maximizing Efficiency and Efficacy in Deep Architectures
  9 Jan 2017 0 repositories listed
• Two-Bit Networks for Deep Learning on Resource-Constrained Embedded Devices
  2 Jan 2017 0 repositories listed
• Parameter Compression of Recurrent Neural Networks and Degradation of Short-term Memory
  2 Dec 2016 0 repositories listed
• Deep Model Compression: Distilling Knowledge from Noisy Teachers
  30 Oct 2016 0 repositories listed
• Ensemble-Compression: A New Method for Parallel Training of Deep Neural Networks
  2 Jun 2016 0 repositories listed
• Adapting Models to Signal Degradation using Distillation
  1 Apr 2016 0 repositories listed
• On the Compression of Recurrent Neural Networks with an Application to LVCSR acoustic modeling for Embedded Speech Recognition
  25 Mar 2016 0 repositories listed
• Blending LSTMs into CNNs
  19 Nov 2015 0 repositories listed
• To Know Where We Are: Vision-Based Positioning in Outdoor Environments
  19 Jun 2015 0 repositories listed
• A Scale Mixture Perspective of Multiplicative Noise in Neural Networks
  10 Jun 2015 0 repositories listed
• Accelerating Very Deep Convolutional Networks for Classification and Detection
  26 May 2015 0 repositories listed
• Unsupervised model compression for multilayer bootstrap networks
  22 Mar 2015 0 repositories listed
• Speeding up Convolutional Neural Networks with Low Rank Expansions
  15 May 2014 0 repositories listed
• Efficient classification using parallel and scalable compressed model and Its application on intrusion detection
  14 May 2014 0 repositories listed