Methods › General › Model Compression › Pruning › Papers, page 28
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 28 of 39: papers 2,701 to 2,800 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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Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI 16 Jun 2021 · 0 repositories · arXiv:2106.09166
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Efficient Micro-Structured Weight Unification and Pruning for Neural Network Compression 15 Jun 2021 · 0 repositories · arXiv:2106.08301
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Simon Says: Evaluating and Mitigating Bias in Pruned Neural Networks with Knowledge Distillation 15 Jun 2021 · 1 repository · arXiv:2106.07849Syntology official (archive's flag): 4 ran · 4 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; 2 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures 14 Jun 2021 · 0 repositories · arXiv:2106.07211
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Gridless Evolutionary Approach for Line Spectral Estimation with Unknown Model Order 14 Jun 2021 · 0 repositories · arXiv:2106.07323
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pix2rule: End-to-end Neuro-symbolic Rule Learning 14 Jun 2021 · 3 repositories · arXiv:2106.07487
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Heterogeneous Federated Learning using Dynamic Model Pruning and Adaptive Gradient 13 Jun 2021 · 0 repositories · arXiv:2106.06921
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PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition 10 Jun 2021 · 0 repositories · arXiv:2106.05933
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Ex uno plures: Splitting One Model into an Ensemble of Subnetworks 9 Jun 2021 · 0 repositories · arXiv:2106.04767
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Fast and More Powerful Selective Inference for Sparse High-order Interaction Model 9 Jun 2021 · 0 repositories · arXiv:2106.04929
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Chasing Sparsity in Vision Transformers: An End-to-End Exploration 8 Jun 2021 · 1 repository · arXiv:2106.04533Syntology 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) · 5 unverified (of 7 harvested samples)
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Grapevine Winter Pruning Automation: On Potential Pruning Points Detection through 2D Plant Modeling using Grapevine Segmentation 8 Jun 2021 · 0 repositories · arXiv:2106.04208
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FedNILM: Applying Federated Learning to NILM Applications at the Edge 7 Jun 2021 · 0 repositories · arXiv:2106.07751
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Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks 7 Jun 2021 · 1 repository · arXiv:2106.03795
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Efficient Lottery Ticket Finding: Less Data is More 6 Jun 2021 · 1 repository · arXiv:2106.03225Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (of 14 harvested samples) · 1 pointer-only (licence)
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Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices 6 Jun 2021 · 0 repositories · arXiv:2106.15304
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Feature Flow Regularization: Improving Structured Sparsity in Deep Neural Networks 5 Jun 2021 · 0 repositories · arXiv:2106.02914
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DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification 3 Jun 2021 · 2 repositories · arXiv:2106.02034Syntology official (archive's flag): 5 ran · 7 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations 2 Jun 2021 · 1 repository · arXiv:2106.01093Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 3 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers 2 Jun 2021 · 0 repositories · arXiv:2106.01335
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Smooth Bilevel Programming for Sparse Regularization 2 Jun 2021 · 2 repositories · arXiv:2106.01429
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DoT: An efficient Double Transformer for NLP tasks with tables 1 Jun 2021 · 1 repository · arXiv:2106.00479Syntology official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples)
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On Attention Redundancy: A Comprehensive Study 1 Jun 2021 · 0 repositories
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1xN Pattern for Pruning Convolutional Neural Networks 31 May 2021 · 1 repository · arXiv:2105.14713
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GANs Can Play Lottery Tickets Too 31 May 2021 · 1 repository · arXiv:2106.00134Syntology 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) · 3 unverified (of 4 harvested samples)
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Greedy-layer Pruning: Speeding up Transformer Models for Natural Language Processing 31 May 2021 · 1 repository · arXiv:2105.14839
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RED : Looking for Redundancies for Data-Free Structured Compression of Deep Neural Networks 31 May 2021 · 0 repositories · arXiv:2105.14797
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LEAP: Learnable Pruning for Transformer-based Models 30 May 2021 · 1 repository · arXiv:2105.14636Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Accelerating Neural ODEs Using Model Order Reduction 28 May 2021 · 0 repositories · arXiv:2105.14070
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AdvParams: An Active DNN Intellectual Property Protection Technique via Adversarial Perturbation Based Parameter Encryption 28 May 2021 · 0 repositories · arXiv:2105.13697
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Evaluation of concept drift adaptation for acoustic scene classifier based on Kernel Density Drift Detection and Combine Merge Gaussian Mixture Model 27 May 2021 · 1 repository · arXiv:2105.13220
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Dynamic Probabilistic Pruning: A general framework for hardware-constrained pruning at different granularities 26 May 2021 · 0 repositories · arXiv:2105.12686
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Real-time Monocular Depth Estimation with Sparse Supervision on Mobile 25 May 2021 · 0 repositories · arXiv:2105.12053
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AirNet: Neural Network Transmission over the Air 24 May 2021 · 0 repositories · arXiv:2105.11166
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Towards Compact CNNs via Collaborative Compression 24 May 2021 · 1 repository · arXiv:2105.11228
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Spectral Pruning for Recurrent Neural Networks 23 May 2021 · 1 repository · arXiv:2105.10832
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Whole-Body Control on Non-holonomic Mobile Manipulation for Grapevine Winter Pruning Automation 22 May 2021 · 0 repositories · arXiv:2105.10777
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BCNet: Searching for Network Width with Bilaterally Coupled Network 21 May 2021 · 0 repositories · arXiv:2105.10533
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A Probabilistic Approach to Neural Network Pruning 20 May 2021 · 0 repositories · arXiv:2105.10065
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Dynamic Pruning of a Neural Network via Gradient Signal-to-Noise Ratio 20 May 2021 · 0 repositories
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Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking 20 May 2021 · 1 repository · arXiv:2105.09816
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Model Compression 20 May 2021 · 0 repositories · arXiv:2105.10059
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Visual FUDGE: Form Understanding via Dynamic Graph Editing 17 May 2021 · 3 repositories · arXiv:2105.08194
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High-Robustness, Low-Transferability Fingerprinting of Neural Networks 14 May 2021 · 0 repositories · arXiv:2105.07078
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BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening 13 May 2021 · 0 repositories · arXiv:2105.06423
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Model Pruning Based on Quantified Similarity of Feature Maps 13 May 2021 · 0 repositories · arXiv:2105.06052
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Dynamical Isometry: The Missing Ingredient for Neural Network Pruning 12 May 2021 · 0 repositories · arXiv:2105.05916
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Online POMDP Planning via Simplification 11 May 2021 · 0 repositories · arXiv:2105.05296
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Pruning of Deep Spiking Neural Networks through Gradient Rewiring 11 May 2021 · 1 repository · arXiv:2105.04916Syntology 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)
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Accelerating Large Scale Real-Time GNN Inference using Channel Pruning 10 May 2021 · 1 repository · arXiv:2105.04528Syntology 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) · 2 unverified (of 5 harvested samples)
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Recommendations for Item Set Completion: On the Semantics of Item Co-Occurrence With Data Sparsity, Input Size, and Input Modalities 10 May 2021 · 1 repository · arXiv:2105.04376
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Automated Decision-based Adversarial Attacks 9 May 2021 · 0 repositories · arXiv:2105.03931
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EZCrop: Energy-Zoned Channels for Robust Output Pruning 8 May 2021 · 1 repository · arXiv:2105.03679
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Adapting by Pruning: A Case Study on BERT 7 May 2021 · 1 repository · arXiv:2105.03343
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Network Pruning That Matters: A Case Study on Retraining Variants 7 May 2021 · 1 repository · arXiv:2105.03193Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 2 pointer-only (licence)
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Exact Acceleration of K-Means++ and K-Means‖ 6 May 2021 · 0 repositories · arXiv:2105.02936
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Physics-informed Spline Learning for Nonlinear Dynamics Discovery 5 May 2021 · 1 repository · arXiv:2105.02368Syntology 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)
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Encoding Weights of Irregular Sparsity for Fixed-to-Fixed Model Compression 5 May 2021 · 0 repositories · arXiv:2105.01869
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Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems 4 May 2021 · 0 repositories · arXiv:2105.01064
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On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning 4 May 2021 · 0 repositories · arXiv:2105.01648
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Effective Sparsification of Neural Networks with Global Sparsity Constraint 3 May 2021 · 1 repository · arXiv:2105.01571Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Initialization and Regularization of Factorized Neural Layers 3 May 2021 · 1 repository · arXiv:2105.01029Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
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A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT Sensors 2 May 2021 · 1 repository · arXiv:2105.00528
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Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity 2 May 2021 · 1 repository · arXiv:2105.00562
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Post-training deep neural network pruning via layer-wise calibration 30 Apr 2021 · 0 repositories · arXiv:2104.15023
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Stealthy Backdoors as Compression Artifacts 30 Apr 2021 · 1 repository · arXiv:2104.15129Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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Studying the Consistency and Composability of Lottery Ticket Pruning Masks 30 Apr 2021 · 0 repositories · arXiv:2104.14753
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Discovery of slow variables in a class of multiscale stochastic systems via neural networks 28 Apr 2021 · 0 repositories · arXiv:2104.13911
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Preserving Earlier Knowledge in Continual Learning with the Help of All Previous Feature Extractors 28 Apr 2021 · 0 repositories · arXiv:2104.13614
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Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones? 27 Apr 2021 · 1 repository · arXiv:2104.13343
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Efficient Hyperparameter Optimization for Physics-based Character Animation 26 Apr 2021 · 0 repositories · arXiv:2104.12365
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Spatio-Temporal Pruning and Quantization for Low-latency Spiking Neural Networks 26 Apr 2021 · 0 repositories · arXiv:2104.12528
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Balancing Accuracy and Latency in Multipath Neural Networks 25 Apr 2021 · 0 repositories · arXiv:2104.12040
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Quantization of Deep Neural Networks for Accurate Edge Computing 25 Apr 2021 · 0 repositories · arXiv:2104.12046
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Carrying out CNN Channel Pruning in a White Box 24 Apr 2021 · 1 repository · arXiv:2104.11883
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Improving the filtering of Branch-And-Bound MDD solver (extended) 24 Apr 2021 · 1 repository · arXiv:2104.11951
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Partitioning sparse deep neural networks for scalable training and inference 23 Apr 2021 · 0 repositories · arXiv:2104.11805
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Playing Lottery Tickets with Vision and Language 23 Apr 2021 · 0 repositories · arXiv:2104.11832
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MRRT: Multiple Rapidly-Exploring Random Trees for Fast Online Replanning in Dynamic Environments 22 Apr 2021 · 0 repositories · arXiv:2104.11059
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Beyond Outlier Detection: Outlier Interpretation by Attention-Guided Triplet Deviation Network 19 Apr 2021 · 1 repository
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Learning to Sparsify Travelling Salesman Problem Instances 19 Apr 2021 · 0 repositories · arXiv:2104.09345
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Protecting the Intellectual Properties of Deep Neural Networks with an Additional Class and Steganographic Images 19 Apr 2021 · 0 repositories · arXiv:2104.09203
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Anytime Ranking on Document-Ordered Indexes 18 Apr 2021 · 1 repository · arXiv:2104.08976
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Lottery Jackpots Exist in Pre-trained Models 18 Apr 2021 · 2 repositories · arXiv:2104.08700
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Rethinking Network Pruning -- under the Pre-train and Fine-tune Paradigm 18 Apr 2021 · 1 repository · arXiv:2104.08682Syntology 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)
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Vision Transformer Pruning 17 Apr 2021 · 2 repositories · arXiv:2104.08500Syntology 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) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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TeLCoS: OnDevice Text Localization with Clustering of Script 16 Apr 2021 · 0 repositories · arXiv:2104.08045
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Disentangling Representations of Text by Masking Transformers 14 Apr 2021 · 0 repositories · arXiv:2104.07155
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Approach for modeling single branches of meadow orchard trees with 3D point clouds 12 Apr 2021 · 0 repositories · arXiv:2104.05282
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Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation 12 Apr 2021 · 1 repository · arXiv:2104.05647
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Piracy-Resistant DNN Watermarking by Block-Wise Image Transformation with Secret Key 9 Apr 2021 · 0 repositories · arXiv:2104.04241
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Reversible Watermarking in Deep Convolutional Neural Networks for Integrity Authentication 9 Apr 2021 · 0 repositories · arXiv:2104.04268
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Convolutional Neural Network Pruning with Structural Redundancy Reduction 8 Apr 2021 · 0 repositories · arXiv:2104.03438
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Content-Aware GAN Compression 6 Apr 2021 · 1 repository · arXiv:2104.02244Syntology official (archive's flag): 9 ran · 9 ran (of which 5 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 16 harvested samples)
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Low Complexity Joint Impairment Mitigation of I/Q Modulator and PA Using Neural Networks 6 Apr 2021 · 0 repositories · arXiv:2104.02512
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Tight Compression: Compressing CNN Through Fine-Grained Pruning and Weight Permutation for Efficient Implementation 3 Apr 2021 · 0 repositories · arXiv:2104.01303
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Anchor Pruning for Object Detection 1 Apr 2021 · 1 repository · arXiv:2104.00432
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Automated Classification of Written Proficiency Levels on the CEFR-Scale through Complexity Contours and RNNs 1 Apr 2021 · 0 repositories
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DER: Dynamically Expandable Representation for Class Incremental Learning 31 Mar 2021 · 2 repositories · arXiv:2103.16788Syntology official (archive's flag): 6 ran · 6 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; 4 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples)
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Neural Response Interpretation through the Lens of Critical Pathways 31 Mar 2021 · 2 repositories · arXiv:2103.16886Syntology 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) · 7 unverified (of 8 harvested samples) · 7 pointer-only (licence)