Methods › General › Model Compression › Pruning › Papers, page 29

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 29 of 39: papers 2,801 to 2,900 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.

• AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment
  30 Mar 2021 · 1 repository · arXiv:2103.16196
• Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities
  30 Mar 2021 · 0 repositories · arXiv:2103.16007
• The Elastic Lottery Ticket Hypothesis
  30 Mar 2021 · 1 repository · arXiv:2103.16547
  Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation
  27 Mar 2021 · 2 repositories · arXiv:2103.14962
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples)
• Prototype-based Personalized Pruning
  25 Mar 2021 · 0 repositories · arXiv:2103.15564
• Dynamic Slimmable Network
  24 Mar 2021 · 1 repository · arXiv:2103.13258
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 10 unverified (of 17 harvested samples) · 17 pointer-only (licence)
• ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques
  21 Mar 2021 · 1 repository · arXiv:2103.11367
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Cascade Weight Shedding in Deep Neural Networks: Benefits and Pitfalls for Network Pruning
  19 Mar 2021 · 0 repositories · arXiv:2103.10629
• Toward Compact Deep Neural Networks via Energy-Aware Pruning
  19 Mar 2021 · 0 repositories · arXiv:2103.10858
• CDFI: Compression-Driven Network Design for Frame Interpolation
  18 Mar 2021 · 1 repository · arXiv:2103.10559
• Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural Networks by Pruning A Randomly Weighted Network
  17 Mar 2021 · 1 repository · arXiv:2103.09377
• Recent Advances on Neural Network Pruning at Initialization
  11 Mar 2021 · 2 repositories · arXiv:2103.06460
  Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Manifold Regularized Dynamic Network Pruning
  10 Mar 2021 · 7 repositories · arXiv:2103.05861
  Syntology 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
• Robustness to Pruning Predicts Generalization in Deep Neural Networks
  10 Mar 2021 · 0 repositories · arXiv:2103.06002
• PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency
  9 Mar 2021 · 1 repository · arXiv:2103.05465
  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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Robust Black-box Watermarking for Deep NeuralNetwork using Inverse Document Frequency
  9 Mar 2021 · 1 repository · arXiv:2103.05590
• Pufferfish: Communication-efficient Models At No Extra Cost
  5 Mar 2021 · 1 repository · arXiv:2103.03936
• Teachers Do More Than Teach: Compressing Image-to-Image Models
  5 Mar 2021 · 1 repository · arXiv:2103.03467
• Deep Neural Network Models Compression
  4 Mar 2021 · 0 repositories
• Diversity Based Edge Pruning of Neural Networks Using Determinantal Point Processes
  4 Mar 2021 · 0 repositories
• Lost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy
  4 Mar 2021 · 1 repository · arXiv:2103.03014
• NETWORK COMPRESSION FOR MACHINE-LEARNT FLUID SIMULATIONS
  4 Mar 2021 · 0 repositories
• Understanding Diversity Based Neural Network Pruning in Teacher Student Setup
  4 Mar 2021 · 0 repositories
• ActiveGuard: An Active DNN IP Protection Technique via Adversarial Examples
  2 Mar 2021 · 0 repositories · arXiv:2103.01527
• Network Pruning via Resource Reallocation
  2 Mar 2021 · 1 repository · arXiv:2103.01847
• TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning
  2 Mar 2021 · 0 repositories · arXiv:2103.01542
• A Framework For Pruning Deep Neural Networks Using Energy-Based Models
  25 Feb 2021 · 0 repositories · arXiv:2102.13188
• Ps and Qs: Quantization-aware pruning for efficient low latency neural network inference
  22 Feb 2021 · 1 repository · arXiv:2102.11289
• Pruning the Index Contents for Memory Efficient Open-Domain QA
  21 Feb 2021 · 2 repositories · arXiv:2102.10697
  Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 2 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• FM²: Field-matrixed Factorization Machines for Recommender Systems
  20 Feb 2021 · 2 repositories · arXiv:2102.12994
• Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not?
  19 Feb 2021 · 0 repositories · arXiv:2102.11068
• Refinement Type Directed Search for Meta-Interpretive-Learning of Higher-Order Logic Programs
  18 Feb 2021 · 0 repositories · arXiv:2102.12553
• DO-GAN: A Double Oracle Framework for Generative Adversarial Networks
  17 Feb 2021 · 0 repositories · arXiv:2102.08577
• Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks
  16 Feb 2021 · 1 repository · arXiv:2102.08124
• An Information-Theoretic Justification for Model Pruning
  16 Feb 2021 · 1 repository · arXiv:2102.08329
• ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations
  14 Feb 2021 · 1 repository · arXiv:2102.07156
  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) · 0 unverified (of 2 harvested samples)
• Doping: A technique for efficient compression of LSTM models using sparse structured additive matrices
  14 Feb 2021 · 0 repositories · arXiv:2102.07071
• Error-driven Pruning of Language Models for Virtual Assistants
  14 Feb 2021 · 0 repositories · arXiv:2102.07219
• A Unified Lottery Ticket Hypothesis for Graph Neural Networks
  12 Feb 2021 · 2 repositories · arXiv:2102.06790
• Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices
  12 Feb 2021 · 0 repositories · arXiv:2102.06336
• Dense for the Price of Sparse: Improved Performance of Sparsely Initialized Networks via a Subspace Offset
  12 Feb 2021 · 3 repositories · arXiv:2102.07655
  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) · 1 unverified (of 3 harvested samples)
• Early Abandoning and Pruning for Elastic Distances including Dynamic Time Warping
  10 Feb 2021 · 2 repositories · arXiv:2102.05221
• Pruning of Convolutional Neural Networks Using Ising Energy Model
  10 Feb 2021 · 1 repository · arXiv:2102.05437
• RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs
  9 Feb 2021 · 1 repository · arXiv:2103.08457
• Sparsification via Compressed Sensing for Automatic Speech Recognition
  9 Feb 2021 · 0 repositories · arXiv:2102.04932
• Extracting the Auditory Attention in a Dual-Speaker Scenario from EEG using a Joint CNN-LSTM Model
  8 Feb 2021 · 1 repository · arXiv:2102.03957
• A procedure for automated tree pruning suggestion using LiDAR scans of fruit trees
  7 Feb 2021 · 0 repositories · arXiv:2102.03700
• Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
  5 Feb 2021 · 1 repository · arXiv:2102.03214
  Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• SqueezeLight: Towards Scalable Optical Neural Networks with Multi-Operand Ring Resonators
  5 Feb 2021 · 1 repository
• A Deeper Look into Convolutions via Eigenvalue-based Pruning
  4 Feb 2021 · 1 repository · arXiv:2102.02804
• Compressed Object Detection
  4 Feb 2021 · 1 repository · arXiv:2102.02896
• Deep CNNs for large scale species classification
  3 Feb 2021 · 0 repositories · arXiv:2102.01863
• A step toward a reinforcement learning de novo genome assembler
  2 Feb 2021 · 0 repositories · arXiv:2102.02649
• AACP: Model Compression by Accurate and Automatic Channel Pruning
  31 Jan 2021 · 0 repositories · arXiv:2102.00390
• Generative and Discriminative Deep Belief Network Classifiers: Comparisons Under an Approximate Computing Framework
  31 Jan 2021 · 0 repositories · arXiv:2102.00534
• Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks
  31 Jan 2021 · 0 repositories · arXiv:2102.00554
• Towards advancing the earthquake forecasting by machine learning of satellite data
  31 Jan 2021 · 0 repositories · arXiv:2102.04334
• Deep Model Compression based on the Training History
  30 Jan 2021 · 0 repositories · arXiv:2102.00160
• Inductive Synthesis for Probabilistic Programs Reaches New Horizons
  29 Jan 2021 · 0 repositories · arXiv:2101.12683
• A Unified Paths Perspective for Pruning at Initialization
  26 Jan 2021 · 0 repositories · arXiv:2101.10552
• A2P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks
  24 Jan 2021 · 0 repositories · arXiv:2101.09693
• GST: Group-Sparse Training for Accelerating Deep Reinforcement Learning
  24 Jan 2021 · 0 repositories · arXiv:2101.09650
• Pruning and Quantization for Deep Neural Network Acceleration: A Survey
  24 Jan 2021 · 0 repositories · arXiv:2101.09671
• Baseline Pruning-Based Approach to Trojan Detection in Neural Networks
  22 Jan 2021 · 2 repositories · arXiv:2101.12016
• Hessian-Aware Pruning and Optimal Neural Implant
  22 Jan 2021 · 1 repository · arXiv:2101.08940
• Better Short than Greedy: Interpretable Models through Optimal Rule Boosting
  21 Jan 2021 · 1 repository · arXiv:2101.08380
• Network Pruning using Adaptive Exemplar Filters
  20 Jan 2021 · 1 repository · arXiv:2101.07985
• SparseDNN: Fast Sparse Deep Learning Inference on CPUs
  20 Jan 2021 · 1 repository · arXiv:2101.07948
• Zero-Cost Proxies for Lightweight NAS
  20 Jan 2021 · 2 repositories · arXiv:2101.08134
• Learnable Embedding Sizes for Recommender Systems
  19 Jan 2021 · 1 repository · arXiv:2101.07577
  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, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS
  19 Jan 2021 · 0 repositories · arXiv:2101.07831
• Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-Level Backdoor Attacks
  18 Jan 2021 · 1 repository · arXiv:2101.06969
• KCP: Kernel Cluster Pruning for Dense Labeling Neural Networks
  17 Jan 2021 · 0 repositories · arXiv:2101.06686
• Network Automatic Pruning: Start NAP and Take a Nap
  17 Jan 2021 · 0 repositories · arXiv:2101.06608
• ACP: Automatic Channel Pruning via Clustering and Swarm Intelligence Optimization for CNN
  16 Jan 2021 · 1 repository · arXiv:2101.06407
• Convolutional Neural Network with Pruning Method for Handwritten Digit Recognition
  15 Jan 2021 · 0 repositories · arXiv:2101.05996
• Hierarchical Width-Based Planning and Learning
  15 Jan 2021 · 1 repository · arXiv:2101.06177
• Single-path Bit Sharing for Automatic Loss-aware Model Compression
  13 Jan 2021 · 0 repositories · arXiv:2101.04935
• Fast convolutional neural networks on FPGAs with hls4ml
  13 Jan 2021 · 2 repositories · arXiv:2101.05108
• Activation Density based Mixed-Precision Quantization for Energy Efficient Neural Networks
  12 Jan 2021 · 0 repositories · arXiv:2101.04354
• Convolutional Neural Network Simplification with Progressive Retraining
  12 Jan 2021 · 0 repositories · arXiv:2101.04699
• Statistical Methods for cis-Mendelian Randomization with Two-sample Summary-level Data
  11 Jan 2021 · 0 repositories · arXiv:2101.04081
• The Semantic Adjacency Criterion in Time Intervals Mining
  11 Jan 2021 · 0 repositories · arXiv:2101.03842
• Residual networks classify inputs based on their neural transient dynamics
  8 Jan 2021 · 0 repositories · arXiv:2101.03009
• BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification
  7 Jan 2021 · 0 repositories · arXiv:2101.02667
• L2PF -- Learning to Prune Faster
  7 Jan 2021 · 0 repositories · arXiv:2101.02663
• Max-Affine Spline Insights Into Deep Network Pruning
  7 Jan 2021 · 1 repository · arXiv:2101.02338
• Real-Time Optimized N-gram For Mobile Devices
  7 Jan 2021 · 0 repositories · arXiv:2101.03967
• CAP-Context-Aware-Pruning-for-Semantic-Segmentation
  6 Jan 2021 · 0 repositories
• CAP: Context-Aware Pruning for Semantic-Segmentation
  6 Jan 2021 · 0 repositories
• Progressive Correspondence Pruning by Consensus Learning
  3 Jan 2021 · 2 repositories · arXiv:2101.00591
  Syntology 6 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples) · 5 pointer-only (licence)
• An empirical study of a pruning mechanism
  1 Jan 2021 · 1 repository
• Balancing training time vs. performance with Bayesian Early Pruning
  1 Jan 2021 · 0 repositories
• Deep Ensembles with Hierarchical Diversity Pruning
  1 Jan 2021 · 1 repository
• Dynamic Probabilistic Pruning: Training sparse networks based on stochastic and dynamic masking
  1 Jan 2021 · 0 repositories
• Effective Training of Sparse Neural Networks under Global Sparsity Constraint
  1 Jan 2021 · 0 repositories
• Exploration and Estimation for Model Compression
  1 Jan 2021 · 0 repositories
• Extract Local Inference Chains of Deep Neural Nets
  1 Jan 2021 · 0 repositories
• Less bits is more: How pruning deep binary networks increases weight capacity
  1 Jan 2021 · 0 repositories
• LINGUINE: LearnIng to pruNe on subGraph convolUtIon NEtworks
  1 Jan 2021 · 0 repositories