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Neural Network Compression

Papers archive 2025-07-28

archive papers tagged: 193 · with a code link: 77 · where Syntology ran a sample: 19 (16 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (19 of 193 tagged: 16 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 193 of 193, 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.

• Balanced and Deterministic Weight-sharing Helps Network Performance
  13 Dec 2023 0 repositories listed
• ABKD: Graph Neural Network Compression with Attention-Based Knowledge Distillation
  24 Oct 2023 0 repositories listed
• Grokking as Compression: A Nonlinear Complexity Perspective
  9 Oct 2023 0 repositories listed
• Quantization Aware Factorization for Deep Neural Network Compression
  8 Aug 2023 0 repositories listed
• Survey on Computer Vision Techniques for Internet-of-Things Devices
  2 Aug 2023 0 repositories listed
• Model Compression Methods for YOLOv5: A Review
  21 Jul 2023 0 repositories listed
• Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition
  16 Jun 2023 0 repositories listed
• Neural Network Compression using Binarization and Few Full-Precision Weights
  15 Jun 2023 0 repositories listed
• End-to-End Neural Network Compression via ℓ₁/ℓ₂ Regularized Latency Surrogates
  9 Jun 2023 0 repositories listed
• Understanding the Effect of the Long Tail on Neural Network Compression
  9 Jun 2023 0 repositories listed
• Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference
  4 Jun 2023 0 repositories listed
• Evaluation Metrics for DNNs Compression
  18 May 2023 0 repositories listed
• How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression?
  9 May 2023 0 repositories listed
• Guaranteed Quantization Error Computation for Neural Network Model Compression
  26 Apr 2023 0 repositories listed
• AcceRL: Policy Acceleration Framework for Deep Reinforcement Learning
  28 Nov 2022 0 repositories listed
• Partial Binarization of Neural Networks for Budget-Aware Efficient Learning
  12 Nov 2022 0 repositories listed
• Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction
  14 Oct 2022 0 repositories listed
• Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks
  20 Aug 2022 0 repositories listed
• Quantized Sparse Weight Decomposition for Neural Network Compression
  22 Jul 2022 0 repositories listed
• Quantum Neural Network Compression
  4 Jul 2022 0 repositories listed
• A Theoretical Understanding of Neural Network Compression from Sparse Linear Approximation
  11 Jun 2022 0 repositories listed
• Neural Network Compression via Effective Filter Analysis and Hierarchical Pruning
  7 Jun 2022 0 repositories listed
• A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification
  14 May 2022 0 repositories listed
• PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression
  16 Mar 2022 0 repositories listed
• Approximate Bisimulation Relations for Neural Networks and Application to Assured Neural Network Compression
  2 Feb 2022 0 repositories listed
• Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression
  19 Nov 2021 0 repositories listed
• VQN: Variable Quantization Noise for Neural Network Compression
  16 Nov 2021 0 repositories listed
• Semi-tensor Product-based TensorDecomposition for Neural Network Compression
  30 Sep 2021 0 repositories listed
• Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition
  29 Sep 2021 0 repositories listed
• Tropical Geometrical Zonotope Reduction as Applied to Neural Network Compression.
  29 Sep 2021 0 repositories listed
• Quantization of Generative Adversarial Networks for Efficient Inference: a Methodological Study
  31 Aug 2021 0 repositories listed
• DKM: Differentiable K-Means Clustering Layer for Neural Network Compression
  28 Aug 2021 0 repositories listed
• Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data
  16 Jul 2021 0 repositories listed
• Data-Driven Low-Rank Neural Network Compression
  13 Jul 2021 0 repositories listed
• HEMP: High-order Entropy Minimization for neural network comPression
  12 Jul 2021 0 repositories listed
• Minimally Invasive Surgery for Sparse Neural Networks in Contrastive Manner
  19 Jun 2021 0 repositories listed
• Efficient Micro-Structured Weight Unification and Pruning for Neural Network Compression
  15 Jun 2021 0 repositories listed
• Data-Free Knowledge Distillation with Soft Targeted Transfer Set Synthesis
  10 Apr 2021 0 repositories listed
• Neural Network Compression for Noisy Storage Devices
  15 Feb 2021 0 repositories listed
• Sparse matrix products for neural network compression
  1 Jan 2021 0 repositories listed
• UMEC: Unified model and embedding compression for efficient recommendation systems
  1 Jan 2021 0 repositories listed
• Multi-head Knowledge Distillation for Model Compression
  5 Dec 2020 0 repositories listed
• Neural Network Compression Via Sparse Optimization
  10 Nov 2020 0 repositories listed
• Noisy Neural Network Compression for Analog Storage Devices
  19 Oct 2020 0 repositories listed
• A Survey on Deep Neural Network Compression: Challenges, Overview, and Solutions
  5 Oct 2020 0 repositories listed
• Transform Quantization for CNN (Convolutional Neural Network) Compression
  2 Sep 2020 0 repositories listed
• Differentiable Joint Pruning and Quantization for Hardware Efficiency
  20 Jul 2020 0 repositories listed
• Hybrid Tensor Decomposition in Neural Network Compression
  29 Jun 2020 0 repositories listed
• Neural gradients are near-lognormal: improved quantized and sparse training
  15 Jun 2020 0 repositories listed
• Convolutional neural networks compression with low rank and sparse tensor decompositions
  11 Jun 2020 0 repositories listed
• An Overview of Neural Network Compression
  5 Jun 2020 0 repositories listed
• Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration
  1 Jun 2020 0 repositories listed
• DP-Net: Dynamic Programming Guided Deep Neural Network Compression
  21 Mar 2020 0 repositories listed
• MINT: Deep Network Compression via Mutual Information-based Neuron Trimming
  18 Mar 2020 0 repositories listed
• Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks
  20 Dec 2019 0 repositories listed
• TOCO: A Framework for Compressing Neural Network Models Based on Tolerance Analysis
  18 Dec 2019 0 repositories listed
• Compressing 3DCNNs Based on Tensor Train Decomposition
  8 Dec 2019 0 repositories listed
• Distilling Pixel-Wise Feature Similarities for Semantic Segmentation
  31 Oct 2019 0 repositories listed
• A Comparative Study of Neural Network Compression
  24 Oct 2019 0 repositories listed
• A Bayesian Optimization Framework for Neural Network Compression
  1 Oct 2019 0 repositories listed
• Weight Normalization based Quantization for Deep Neural Network Compression
  1 Jul 2019 0 repositories listed
• DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression
  15 May 2019 0 repositories listed
• NETWORK COMPRESSION USING CORRELATION ANALYSIS OF LAYER RESPONSES
  1 May 2019 0 repositories listed
• SCANN: Synthesis of Compact and Accurate Neural Networks
  19 Apr 2019 0 repositories listed
• Cramnet: Layer-wise Deep Neural Network Compression with Knowledge Transfer from a Teacher Network
  11 Apr 2019 0 repositories listed
• Online Multi-target regression trees with stacked leaf models
  29 Mar 2019 0 repositories listed
• Cascaded Projection: End-to-End Network Compression and Acceleration
  12 Mar 2019 0 repositories listed
• Hardware-Guided Symbiotic Training for Compact, Accurate, yet Execution-Efficient LSTM
  30 Jan 2019 0 repositories listed
• Entropy-Constrained Training of Deep Neural Networks
  18 Dec 2018 0 repositories listed
• Reliable Identification of Redundant Kernels for Convolutional Neural Network Compression
  10 Dec 2018 0 repositories listed
• Generalized Ternary Connect: End-to-End Learning and Compression of Multiplication-Free Deep Neural Networks
  12 Nov 2018 0 repositories listed
• Distilling Critical Paths in Convolutional Neural Networks
  28 Oct 2018 0 repositories listed
• Efficient Neural Network Compression via Transfer Learning for Industrial Optical Inspection
  20 Oct 2018 0 repositories listed
• Deep Neural Network Compression for Aircraft Collision Avoidance Systems
  9 Oct 2018 0 repositories listed
• To compress or not to compress: Understanding the Interactions between Adversarial Attacks and Neural Network Compression
  29 Sep 2018 0 repositories listed
• MLPrune: Multi-Layer Pruning for Automated Neural Network Compression
  27 Sep 2018 0 repositories listed
• 2PFPCE: Two-Phase Filter Pruning Based on Conditional Entropy
  6 Sep 2018 0 repositories listed
• Constraint-Aware Deep Neural Network Compression
  1 Sep 2018 0 repositories listed
• Coreset-Based Neural Network Compression
  25 Jul 2018 0 repositories listed
• Filter Distillation for Network Compression
  20 Jul 2018 0 repositories listed
• Scalable Neural Network Compression and Pruning Using Hard Clustering and L1 Regularization
  14 Jun 2018 0 repositories listed
• MPDCompress - Matrix Permutation Decomposition Algorithm for Deep Neural Network Compression
  30 May 2018 0 repositories listed
• A novel channel pruning method for deep neural network compression
  29 May 2018 0 repositories listed
• Convolutional neural network compression for natural language processing
  28 May 2018 0 repositories listed
• Neural Network Compression using Transform Coding and Clustering
  18 May 2018 0 repositories listed
• Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization Bounds
  15 Apr 2018 0 repositories listed
• Adversarial Network Compression
  28 Mar 2018 0 repositories listed
• Universal Deep Neural Network Compression
  7 Feb 2018 0 repositories listed
• Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning
  3 Feb 2018 0 repositories listed
• Automatic Parameter Tying in Neural Networks
  1 Jan 2018 0 repositories listed
• Automated Pruning for Deep Neural Network Compression
  5 Dec 2017 0 repositories listed
• ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression
  20 Jul 2017 0 repositories listed
• Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations
  3 Apr 2017 0 repositories listed