Methods › General › Model Compression › Pruning › Papers, page 27
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 27 of 39: papers 2,601 to 2,700 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.
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A Fast PC Algorithm with Reversed-order Pruning and A Parallelization Strategy 10 Sep 2021 · 0 repositories · arXiv:2109.04626
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Block Pruning For Faster Transformers 10 Sep 2021 · 1 repository · arXiv:2109.04838
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Dynamic Collective Intelligence Learning: Finding Efficient Sparse Model via Refined Gradients for Pruned Weights 10 Sep 2021 · 1 repository · arXiv:2109.04660
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On the Compression of Neural Networks Using ℓ₀-Norm Regularization and Weight Pruning 10 Sep 2021 · 0 repositories · arXiv:2109.05075
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adabmDCA: Adaptive Boltzmann machine learning for biological sequences 9 Sep 2021 · 2 repositories · arXiv:2109.04105
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Word-Level Coreference Resolution 9 Sep 2021 · 1 repository · arXiv:2109.04127
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Juvenile state hypothesis: What we can learn from lottery ticket hypothesis researches? 8 Sep 2021 · 0 repositories · arXiv:2109.03862
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GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization 6 Sep 2021 · 0 repositories · arXiv:2109.02220
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Using Topological Framework for the Design of Activation Function and Model Pruning in Deep Neural Networks 3 Sep 2021 · 0 repositories · arXiv:2109.01572
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Architecture Aware Latency Constrained Sparse Neural Networks 1 Sep 2021 · 0 repositories · arXiv:2109.00170
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Does local pruning offer task-specific models to learn effectively ? 1 Sep 2021 · 1 repository
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AIP: Adversarial Iterative Pruning Based on Knowledge Transfer for Convolutional Neural Networks 31 Aug 2021 · 0 repositories · arXiv:2108.13591
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Multistage Pruning of CNN Based ECG Classifiers for Edge Devices 31 Aug 2021 · 0 repositories · arXiv:2109.00516
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Pruning with Compensation: Efficient Channel Pruning for Deep Convolutional Neural Networks 31 Aug 2021 · 1 repository · arXiv:2108.13728
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Compact representations of convolutional neural networks via weight pruning and quantization 28 Aug 2021 · 1 repository · arXiv:2108.12704
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Layer-wise Model Pruning based on Mutual Information 28 Aug 2021 · 0 repositories · arXiv:2108.12594
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New Pruning Method Based on DenseNet Network for Image Classification 28 Aug 2021 · 0 repositories · arXiv:2108.12604
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SOMTimeS: Self Organizing Maps for Time Series Clustering and its Application to Serious Illness Conversations 26 Aug 2021 · 0 repositories · arXiv:2108.11523
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GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices based on Fine-Grained Structured Weight Sparsity 25 Aug 2021 · 0 repositories · arXiv:2108.11033
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Layer Adaptive Node Selection in Bayesian Neural Networks: Statistical Guarantees and Implementation Details 25 Aug 2021 · 0 repositories · arXiv:2108.11000
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SomnNET: An SpO2 Based Deep Learning Network for Sleep Apnea Detection in Smartwatches 25 Aug 2021 · 1 repository · arXiv:2108.11468
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Small Object Detection Based on Modified FSSD and Model Compression 24 Aug 2021 · 0 repositories · arXiv:2108.10503
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Query Embedding Pruning for Dense Retrieval 23 Aug 2021 · 1 repository · arXiv:2108.10341
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Generalizing RNN-Transducer to Out-Domain Audio via Sparse Self-Attention Layers 22 Aug 2021 · 0 repositories · arXiv:2108.10752
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An Information Theory-inspired Strategy for Automatic Network Pruning 19 Aug 2021 · 1 repository · arXiv:2108.08532
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Pruning in the Face of Adversaries 19 Aug 2021 · 1 repository · arXiv:2108.08560
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Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search 18 Aug 2021 · 0 repositories · arXiv:2108.08910
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Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks 18 Aug 2021 · 0 repositories · arXiv:2108.08375
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Scaling Laws for Deep Learning 17 Aug 2021 · 0 repositories · arXiv:2108.07686
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Towards Structured Dynamic Sparse Pre-Training of BERT 13 Aug 2021 · 0 repositories · arXiv:2108.06277
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Binary Complex Neural Network Acceleration on FPGA 10 Aug 2021 · 0 repositories · arXiv:2108.04811
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Differentiable Subset Pruning of Transformer Heads 10 Aug 2021 · 2 repositories · arXiv:2108.04657
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On the Effect of Pruning on Adversarial Robustness 10 Aug 2021 · 0 repositories · arXiv:2108.04890
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Training of deep residual networks with stochastic MG/OPT 9 Aug 2021 · 1 repository · arXiv:2108.04052
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Basis Scaling and Double Pruning for Efficient Inference in Network-Based Transfer Learning 6 Aug 2021 · 0 repositories · arXiv:2108.02893
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Differentially Private n-gram Extraction 5 Aug 2021 · 0 repositories · arXiv:2108.02831
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Growing an architecture for a neural network 4 Aug 2021 · 0 repositories · arXiv:2108.02231
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Spartus: A 9.4 TOp/s FPGA-based LSTM Accelerator Exploiting Spatio-Temporal Sparsity 4 Aug 2021 · 0 repositories · arXiv:2108.02297
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Amortized Neural Networks for Low-Latency Speech Recognition 3 Aug 2021 · 0 repositories · arXiv:2108.01553
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Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer 3 Aug 2021 · 1 repository · arXiv:2108.01390Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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Where do Models go Wrong? Parameter-Space Saliency Maps for Explainability 3 Aug 2021 · 1 repository · arXiv:2108.01335
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Group Fisher Pruning for Practical Network Compression 2 Aug 2021 · 2 repositories · arXiv:2108.00708
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Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks 1 Aug 2021 · 1 repository
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How much pre-training is enough to discover a good subnetwork? 31 Jul 2021 · 0 repositories · arXiv:2108.00259
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Adaptive Optimizers with Sparse Group Lasso for Neural Networks in CTR Prediction 30 Jul 2021 · 2 repositories · arXiv:2107.14432
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COPS: Controlled Pruning Before Training Starts 27 Jul 2021 · 0 repositories · arXiv:2107.12673
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Experiments on Properties of Hidden Structures of Sparse Neural Networks 27 Jul 2021 · 1 repository · arXiv:2107.12917
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Improving Word Recognition in Speech Transcriptions by Decision-level Fusion of Stemming and Two-way Phoneme Pruning 26 Jul 2021 · 0 repositories · arXiv:2107.12428
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Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction 26 Jul 2021 · 2 repositories · arXiv:2107.12214
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Pruning Ternary Quantization 23 Jul 2021 · 0 repositories · arXiv:2107.10998
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QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits 22 Jul 2021 · 2 repositories · arXiv:2107.10845Syntology official (archive's flag): 2 ran · 2 ran (of which 0 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 (of 2 harvested samples)
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More Parameters? No Thanks! 20 Jul 2021 · 1 repository · arXiv:2107.09622
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What Do You Get When You Cross Beam Search with Nucleus Sampling? 20 Jul 2021 · 0 repositories · arXiv:2107.09729
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Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking 17 Jul 2021 · 1 repository · arXiv:2107.08173Syntology 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) · 4 pointer-only (licence)
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Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data 16 Jul 2021 · 0 repositories · arXiv:2107.08815
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Towards Low-Latency Energy-Efficient Deep SNNs via Attention-Guided Compression 16 Jul 2021 · 0 repositories · arXiv:2107.12445
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Deep Learning on a Data Diet: Finding Important Examples Early in Training 15 Jul 2021 · 1 repository · arXiv:2107.07075Syntology official (archive's flag): 19 ran · 19 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 24 harvested samples) · 3 pointer-only (licence)
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Only Train Once: A One-Shot Neural Network Training And Pruning Framework 15 Jul 2021 · 1 repository · arXiv:2107.07467
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MAFAT: Memory-Aware Fusing and Tiling of Neural Networks for Accelerated Edge Inference 14 Jul 2021 · 0 repositories · arXiv:2107.06960
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Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion 14 Jul 2021 · 1 repository · arXiv:2107.06916
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HEMP: High-order Entropy Minimization for neural network comPression 12 Jul 2021 · 0 repositories · arXiv:2107.05298
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Structured Directional Pruning via Perturbation Orthogonal Projection 12 Jul 2021 · 0 repositories · arXiv:2107.05328
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Blending Pruning Criteria for Convolutional Neural Networks 11 Jul 2021 · 0 repositories · arXiv:2107.05033
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Structured Model Pruning of Convolutional Networks on Tensor Processing Units 9 Jul 2021 · 0 repositories · arXiv:2107.04191
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A Triangle Inequality for Cosine Similarity 8 Jul 2021 · 1 repository · arXiv:2107.04071
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Core-set Sampling for Efficient Neural Architecture Search 8 Jul 2021 · 0 repositories · arXiv:2107.06869
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Weight Reparametrization for Budget-Aware Network Pruning 8 Jul 2021 · 0 repositories · arXiv:2107.03909
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Differentiable Architecture Pruning for Transfer Learning 7 Jul 2021 · 0 repositories · arXiv:2107.03375
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M-FAC: Efficient Matrix-Free Approximations of Second-Order Information 7 Jul 2021 · 2 repositories · arXiv:2107.03356Syntology official (archive's flag): 4 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 4 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 14 harvested samples)
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Immunization of Pruning Attack in DNN Watermarking Using Constant Weight Code 7 Jul 2021 · 0 repositories · arXiv:2107.02961
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POSLAN: Disentangling Chat with Positional and Language encoded Post Embeddings 7 Jul 2021 · 0 repositories · arXiv:2107.03529
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Generalizing Nucleus Recognition Model in Multi-source Images via Pruning 6 Jul 2021 · 0 repositories · arXiv:2107.02500
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Connectivity Matters: Neural Network Pruning Through the Lens of Effective Sparsity 5 Jul 2021 · 1 repository · arXiv:2107.02306Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples)
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One-Cycle Pruning: Pruning ConvNets Under a Tight Training Budget 5 Jul 2021 · 1 repository · arXiv:2107.02086
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Why is Pruning at Initialization Immune to Reinitializing and Shuffling? 5 Jul 2021 · 0 repositories · arXiv:2107.01808
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Hebbian learning with gradients: Hebbian convolutional neural networks with modern deep learning frameworks 4 Jul 2021 · 1 repository · arXiv:2107.01729
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A Generalized Lottery Ticket Hypothesis 3 Jul 2021 · 0 repositories · arXiv:2107.06825
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A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification 3 Jul 2021 · 0 repositories · arXiv:2107.01461
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Learned Token Pruning for Transformers 2 Jul 2021 · 1 repository · arXiv:2107.00910Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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Learning Primal Heuristics for Mixed Integer Programs 2 Jul 2021 · 1 repository · arXiv:2107.00866
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Dep-L₀: Improving L₀-based Network Sparsification via Dependency Modeling 30 Jun 2021 · 1 repository · arXiv:2107.00070
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Achieving Real-Time Object Detection on MobileDevices with Neural Pruning Search 28 Jun 2021 · 0 repositories · arXiv:2106.14943
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False Negative Reduction in Video Instance Segmentation using Uncertainty Estimates 28 Jun 2021 · 1 repository · arXiv:2106.14474
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AdaptCL: Efficient Collaborative Learning with Dynamic and Adaptive Pruning 27 Jun 2021 · 0 repositories · arXiv:2106.14126
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PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation 25 Jun 2021 · 0 repositories · arXiv:2106.14681
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An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning 24 Jun 2021 · 0 repositories · arXiv:2106.12744
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ATP-Net: An Attention-based Ternary Projection Network For Compressed Sensing 24 Jun 2021 · 0 repositories · arXiv:2106.12728
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Sparse Flows: Pruning Continuous-depth Models 24 Jun 2021 · 1 repository · arXiv:2106.12718
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Extreme Multi-label Learning for Semantic Matching in Product Search 23 Jun 2021 · 1 repository · arXiv:2106.12657
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Efficient Inference via Universal LSH Kernel 21 Jun 2021 · 0 repositories · arXiv:2106.11426
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Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification 21 Jun 2021 · 1 repository · arXiv:2106.11197
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Cogradient Descent for Dependable Learning 20 Jun 2021 · 0 repositories · arXiv:2106.10617
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Few-Shot Object Detection via Classification Refinement and Distractor Retreatment 19 Jun 2021 · 0 repositories
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Network Pruning via Performance Maximization 19 Jun 2021 · 1 repository
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Sparse Training via Boosting Pruning Plasticity with Neuroregeneration 19 Jun 2021 · 2 repositories · arXiv:2106.10404Syntology community repositories only · 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)
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Effective Model Sparsification by Scheduled Grow-and-Prune Methods 18 Jun 2021 · 1 repository · arXiv:2106.09857Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Layer Pruning on Demand with Intermediate CTC 17 Jun 2021 · 0 repositories · arXiv:2106.09216
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Pruning Randomly Initialized Neural Networks with Iterative Randomization 17 Jun 2021 · 1 repository · arXiv:2106.09269Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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A Winning Hand: Compressing Deep Networks Can Improve Out-Of-Distribution Robustness 16 Jun 2021 · 2 repositories · arXiv:2106.09129
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Algorithm to Compilation Co-design: An Integrated View of Neural Network Sparsity 16 Jun 2021 · 0 repositories · arXiv:2106.08846