Methods › General › Model Compression › Pruning › Papers, page 34

Pruning

Papers archive 2025-07-28

archive papers tagged: 3,874 · with a code link: 1,508 · where Syntology ran a sample: 478 (395 with a run with no instrument failure, 83 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (478 of 3,874 tagged: 395 with a run with no instrument failure, 83 where every run was a failure of Syntology's instrument)

Page 34 of 39: papers 3,301 to 3,400 of 3,874, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Efficient Model for Image Classification With Regularization Tricks
  1 Feb 2020 · 1 repository
• Efficient and Stable Graph Scattering Transforms via Pruning
  27 Jan 2020 · 0 repositories · arXiv:2001.09882
• Progressive Local Filter Pruning for Image Retrieval Acceleration
  24 Jan 2020 · 0 repositories · arXiv:2001.08878
• BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method
  23 Jan 2020 · 0 repositories · arXiv:2001.08357
• Channel Pruning via Automatic Structure Search
  23 Jan 2020 · 1 repository · arXiv:2001.08565
  Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• Filter Sketch for Network Pruning
  23 Jan 2020 · 1 repository · arXiv:2001.08514
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• SS-Auto: A Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency
  23 Jan 2020 · 0 repositories · arXiv:2001.08839
• Pruning CNN's with linear filter ensembles
  22 Jan 2020 · 0 repositories · arXiv:2001.08142
• Pruning Neural Belief Propagation Decoders
  21 Jan 2020 · 0 repositories · arXiv:2001.07464
• TEASER: Fast and Certifiable Point Cloud Registration
  21 Jan 2020 · 7 repositories · arXiv:2001.07715
  Syntology official (archive's flag): 1 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 2 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices
  20 Jan 2020 · 0 repositories · arXiv:2001.07710
• A "Network Pruning Network" Approach to Deep Model Compression
  15 Jan 2020 · 0 repositories · arXiv:2001.05545
• Filter Grafting for Deep Neural Networks
  15 Jan 2020 · 2 repositories · arXiv:2001.05868
• On Iterative Neural Network Pruning, Reinitialization, and the Similarity of Masks
  14 Jan 2020 · 0 repositories · arXiv:2001.05050
• PoPS: Policy Pruning and Shrinking for Deep Reinforcement Learning
  14 Jan 2020 · 1 repository · arXiv:2001.05012
• Quantisation and Pruning for Neural Network Compression and Regularisation
  14 Jan 2020 · 1 repository · arXiv:2001.04850
• Modeling of Pruning Techniques for Deep Neural Networks Simplification
  13 Jan 2020 · 0 repositories · arXiv:2001.04062
• Intelligence, physics and information -- the tradeoff between accuracy and simplicity in machine learning
  11 Jan 2020 · 1 repository · arXiv:2001.03780
• Pruning Convolutional Neural Networks with Self-Supervision
  10 Jan 2020 · 0 repositories · arXiv:2001.03554
• Campfire: Compressible, Regularization-Free, Structured Sparse Training for Hardware Accelerators
  9 Jan 2020 · 0 repositories · arXiv:2001.03253
• Investigation and Analysis of Hyper and Hypo neuron pruning to selectively update neurons during Unsupervised Adaptation
  6 Jan 2020 · 0 repositories · arXiv:2001.01755
• Learning fine-grained search space pruning and heuristics for combinatorial optimization
  5 Jan 2020 · 0 repositories · arXiv:2001.01230
• Discrimination-aware Network Pruning for Deep Model Compression
  4 Jan 2020 · 1 repository · arXiv:2001.01050
  Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• dS^2LBI: Exploring Structural Sparsity on Deep Network via Differential Inclusion Paths
  1 Jan 2020 · 0 repositories
• MaskConvNet: Training Efficient ConvNets from Scratch via Budget-constrained Filter Pruning
  1 Jan 2020 · 0 repositories
• Network Pruning by Greedy Subnetwork Selection
  1 Jan 2020 · 0 repositories
• PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning
  1 Jan 2020 · 0 repositories · arXiv:2001.00138
• Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions
  1 Jan 2020 · 0 repositories
• Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
  1 Jan 2020 · 0 repositories
• Alpha Discovery Neural Network based on Prior Knowledge
  26 Dec 2019 · 0 repositories · arXiv:1912.11761
• High Utility Interval-Based Sequences
  24 Dec 2019 · 0 repositories · arXiv:1912.11165
• Pruning Deep Convolutional Neural Networks Architectures with Evolution Strategy
  24 Dec 2019 · 0 repositories · arXiv:1912.11527
• AEGR: A simple approach to gradient reversal in autoencoders for network anomaly detection
  21 Dec 2019 · 0 repositories · arXiv:1912.13387
• DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration
  21 Dec 2019 · 0 repositories · arXiv:1912.10178
• EAST: Encoding-Aware Sparse Training for Deep Memory Compression of ConvNets
  20 Dec 2019 · 1 repository · arXiv:1912.10087
• Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks
  20 Dec 2019 · 0 repositories · arXiv:1912.09802
• Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation
  19 Dec 2019 · 1 repository · arXiv:1912.09091
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• Pruning by Explaining: A Novel Criterion for Deep Neural Network Pruning
  18 Dec 2019 · 1 repository · arXiv:1912.08881
• Efficient Error-Tolerant Quantized Neural Network Accelerators
  16 Dec 2019 · 0 repositories · arXiv:1912.07394
• Linear Mode Connectivity and the Lottery Ticket Hypothesis
  11 Dec 2019 · 2 repositories · arXiv:1912.05671
• UCT-ADP Progressive Bias Algorithm for Solving Gomoku
  11 Dec 2019 · 1 repository · arXiv:1912.05407
• UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
  11 Dec 2019 · 13 repositories · arXiv:1912.05074
  Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• Magnitude and Uncertainty Pruning Criterion for Neural Networks
  10 Dec 2019 · 0 repositories · arXiv:1912.04845
• Winning the Lottery with Continuous Sparsification
  10 Dec 2019 · 2 repositories · arXiv:1912.04427
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• The Search for Sparse, Robust Neural Networks
  5 Dec 2019 · 1 repository · arXiv:1912.02386
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Ultrafast Photorealistic Style Transfer via Neural Architecture Search
  5 Dec 2019 · 0 repositories · arXiv:1912.02398
• Deep Model Compression Via Two-Stage Deep Reinforcement Learning
  4 Dec 2019 · 0 repositories · arXiv:1912.02254
• Extreme Learning Machine design for dealing with unrepresentative features
  4 Dec 2019 · 1 repository · arXiv:1912.02154
• Protecting Geolocation Privacy of Photo Collections
  4 Dec 2019 · 1 repository · arXiv:1912.02085
• EDAS: Efficient and Differentiable Architecture Search
  3 Dec 2019 · 0 repositories · arXiv:1912.01237
• Learning Agent Communication under Limited Bandwidth by Message Pruning
  3 Dec 2019 · 0 repositories · arXiv:1912.05304
• Anomaly Detection in Particulate Matter Sensor using Hypothesis Pruning Generative Adversarial Network
  2 Dec 2019 · 0 repositories · arXiv:1912.00583
• ExperienceThinking: Constrained Hyperparameter Optimization based on Knowledge and Pruning
  2 Dec 2019 · 0 repositories · arXiv:1912.00602
• TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP
  2 Dec 2019 · 2 repositories · arXiv:1912.00982
• AutoPrune: Automatic Network Pruning by Regularizing Auxiliary Parameters
  1 Dec 2019 · 1 repository
• Constraint-based Causal Structure Learning with Consistent Separating Sets
  1 Dec 2019 · 1 repository
• Partitioning Structure Learning for Segmented Linear Regression Trees
  1 Dec 2019 · 1 repository
• TAB-VCR: Tags and Attributes based VCR Baselines
  1 Dec 2019 · 1 repository
• One-Shot Pruning of Recurrent Neural Networks by Jacobian Spectrum Evaluation
  30 Nov 2019 · 0 repositories · arXiv:1912.00120
• Pruning at a Glance: Global Neural Pruning for Model Compression
  30 Nov 2019 · 0 repositories · arXiv:1912.00200
• Improving Feature Attribution through Input-specific Network Pruning
  25 Nov 2019 · 0 repositories · arXiv:1911.11081
• Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning
  25 Nov 2019 · 0 repositories · arXiv:1911.11170
• A SOT-MRAM-based Processing-In-Memory Engine for Highly Compressed DNN Implementation
  24 Nov 2019 · 0 repositories · arXiv:1912.05416
• Exploiting Operation Importance for Differentiable Neural Architecture Search
  24 Nov 2019 · 0 repositories · arXiv:1911.10511
• Graph Pruning for Model Compression
  22 Nov 2019 · 0 repositories · arXiv:1911.09817
• A novel method for identifying the deep neural network model with the Serial Number
  19 Nov 2019 · 0 repositories · arXiv:1911.08053
• CUP: Cluster Pruning for Compressing Deep Neural Networks
  19 Nov 2019 · 1 repository · arXiv:1911.08630
• DARB: A Density-Aware Regular-Block Pruning for Deep Neural Networks
  19 Nov 2019 · 0 repositories · arXiv:1911.08020
• Neural Network Pruning with Residual-Connections and Limited-Data
  19 Nov 2019 · 1 repository · arXiv:1911.08114
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Provable Filter Pruning for Efficient Neural Networks
  18 Nov 2019 · 2 repositories · arXiv:1911.07412
• PVAE: Learning Disentangled Representations with Intrinsic Dimension via Approximated L0 Regularization
  15 Nov 2019 · 1 repository
• Dynamic Connected Neural Decision Classifier and Regressor with Dynamic Softing Pruning
  13 Nov 2019 · 0 repositories · arXiv:1911.05443
• What Do Compressed Deep Neural Networks Forget?
  13 Nov 2019 · 2 repositories · arXiv:1911.05248
• Iteratively Training Look-Up Tables for Network Quantization
  12 Nov 2019 · 0 repositories · arXiv:1911.04951
• Structural Pruning in Deep Neural Networks: A Small-World Approach
  11 Nov 2019 · 0 repositories · arXiv:1911.04453
• Understanding Multi-Head Attention in Abstractive Summarization
  10 Nov 2019 · 0 repositories · arXiv:1911.03898
• Hardware-aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices
  9 Nov 2019 · 0 repositories · arXiv:1911.04468
• A different take on the best-first game tree pruning algorithms
  8 Nov 2019 · 0 repositories · arXiv:1911.03388
• A Programmable Approach to Neural Network Compression
  6 Nov 2019 · 1 repository · arXiv:1911.02497
• Localization-aware Channel Pruning for Object Detection
  6 Nov 2019 · 0 repositories · arXiv:1911.02237
• Deep Compressed Pneumonia Detection for Low-Power Embedded Devices
  4 Nov 2019 · 0 repositories · arXiv:1911.02007
• Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization
  3 Nov 2019 · 1 repository · arXiv:1911.00822
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing
  1 Nov 2019 · 0 repositories
• Confident Learning: Estimating Uncertainty in Dataset Labels
  31 Oct 2019 · 4 repositories · arXiv:1911.00068
  Syntology official (archive's flag): 2 ran · 21 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 4 where Syntology's instrument failed) · 8 unverified (of 29 harvested samples) · 3 pointer-only (licence)
• Short-term and spike-timing-dependent plasticities facilitate the formation of modular neural networks
  31 Oct 2019 · 0 repositories · arXiv:1911.00052
• TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines
  31 Oct 2019 · 1 repository · arXiv:1910.14671
• When does Diversity Help Generalization in Classification Ensembles?
  30 Oct 2019 · 0 repositories · arXiv:1910.13631
• Decomposable-Net: Scalable Low-Rank Compression for Neural Networks
  29 Oct 2019 · 1 repository · arXiv:1910.13141
• Layer Pruning for Accelerating Very Deep Neural Networks
  28 Oct 2019 · 0 repositories · arXiv:1910.12727
• Cross-Channel Intragroup Sparsity Neural Network
  26 Oct 2019 · 0 repositories · arXiv:1910.11971
• A Comparative Study of Neural Network Compression
  24 Oct 2019 · 0 repositories · arXiv:1910.11144
• LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference
  24 Oct 2019 · 2 repositories · arXiv:1910.12625
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions
  24 Oct 2019 · 0 repositories · arXiv:1910.10906
• Autoencoding with a Classifier System
  23 Oct 2019 · 1 repository · arXiv:1910.10579
• Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving
  23 Oct 2019 · 0 repositories · arXiv:1910.11160
• Spiking neural networks trained with backpropagation for low power neuromorphic implementation of voice activity detection
  22 Oct 2019 · 0 repositories · arXiv:1910.09993
• Directed-Weighting Group Lasso for Eltwise Blocked CNN Pruning
  21 Oct 2019 · 0 repositories · arXiv:1910.09318
• Self-Adaptive Network Pruning
  20 Oct 2019 · 0 repositories · arXiv:1910.08906
• b-Bit Sketch Trie: Scalable Similarity Search on Integer Sketches
  18 Oct 2019 · 1 repository · arXiv:1910.08278
• A Generalized and Robust Method Towards Practical Gaze Estimation on Smart Phone
  16 Oct 2019 · 0 repositories · arXiv:1910.07331