Methods › General › Model Compression › Pruning › Papers, page 26
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 26 of 39: papers 2,501 to 2,600 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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SMOF: Squeezing More Out of Filters Yields Hardware-Friendly CNN Pruning 21 Oct 2021 · 0 repositories · arXiv:2110.10842
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Lottery Tickets with Nonzero Biases 21 Oct 2021 · 0 repositories · arXiv:2110.11150
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HALP: Hardware-Aware Latency Pruning 20 Oct 2021 · 1 repository · arXiv:2110.10811Syntology 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)
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Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization 19 Oct 2021 · 0 repositories · arXiv:2110.10030
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Improving the Accuracy-Memory Trade-Off of Random Forests Via Leaf-Refinement 19 Oct 2021 · 1 repository · arXiv:2110.10075
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SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning 19 Oct 2021 · 1 repository · arXiv:2110.11395
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BERMo: What can BERT learn from ELMo? 18 Oct 2021 · 0 repositories · arXiv:2110.15802
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Finding Everything within Random Binary Networks 18 Oct 2021 · 0 repositories · arXiv:2110.08996
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Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation 17 Oct 2021 · 1 repository · arXiv:2110.08727Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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S-Cyc: A Learning Rate Schedule for Iterative Pruning of ReLU-based Networks 17 Oct 2021 · 0 repositories · arXiv:2110.08764
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A Novel Metric for Evaluating Semantics Preservation 16 Oct 2021 · 1 repository
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A Unified Speaker Adaptation Approach for ASR 16 Oct 2021 · 1 repository · arXiv:2110.08545
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Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network 16 Oct 2021 · 0 repositories · arXiv:2110.08480
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Neural Network Pruning Through Constrained Reinforcement Learning 16 Oct 2021 · 0 repositories · arXiv:2110.08558
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Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding 16 Oct 2021 · 0 repositories · arXiv:2110.08419
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Differentiable Network Pruning for Microcontrollers 15 Oct 2021 · 0 repositories · arXiv:2110.08350
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Efficient privacy-preserving inference for convolutional neural networks 15 Oct 2021 · 0 repositories · arXiv:2110.08321
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Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction 15 Oct 2021 · 1 repository · arXiv:2110.08232
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Joint Channel and Weight Pruning for Model Acceleration on Moblie Devices 15 Oct 2021 · 1 repository · arXiv:2110.08013
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Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm 15 Oct 2021 · 0 repositories · arXiv:2110.08190
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Training Deep Neural Networks with Joint Quantization and Pruning of Weights and Activations 15 Oct 2021 · 2 repositories · arXiv:2110.08271
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FedSpeech: Federated Text-to-Speech with Continual Learning 14 Oct 2021 · 0 repositories · arXiv:2110.07216
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Poison Forensics: Traceback of Data Poisoning Attacks in Neural Networks 13 Oct 2021 · 0 repositories · arXiv:2110.06904
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Efficient Bayesian network structure learning via local Markov boundary search 12 Oct 2021 · 1 repository · arXiv:2110.06082Syntology 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) · 2 unverified (of 5 harvested samples)
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Efficient Neural Ranking using Forward Indexes 12 Oct 2021 · 1 repository · arXiv:2110.06051
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Program Transfer for Answering Complex Questions over Knowledge Bases 12 Oct 2021 · 1 repository · arXiv:2110.05743
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Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Pruned Neural Networks 12 Oct 2021 · 0 repositories · arXiv:2110.05667
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Compact CNN Models for On-device Ocular-based User Recognition in Mobile Devices 11 Oct 2021 · 0 repositories · arXiv:2110.04953
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Perturbation Theory-Aided Learned Digital Back-Propagation Scheme for Optical Fiber Nonlinearity Compensation 11 Oct 2021 · 0 repositories · arXiv:2110.05563
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Global Vision Transformer Pruning with Hessian-Aware Saliency 10 Oct 2021 · 1 repository · arXiv:2110.04869Syntology 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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MARVEL: Raster Manga Vectorization via Primitive-wise Deep Reinforcement Learning 10 Oct 2021 · 1 repository · arXiv:2110.04830
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Weight Evolution: Improving Deep Neural Networks Training through Evolving Inferior Weight Values 9 Oct 2021 · 1 repository · arXiv:2110.04492
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ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search 8 Oct 2021 · 1 repository · arXiv:2110.03858
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Performance optimizations on deep noise suppression models 8 Oct 2021 · 0 repositories · arXiv:2110.04378
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Synthesizing Video Trajectory Queries 8 Oct 2021 · 0 repositories
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End-to-End Supermask Pruning: Learning to Prune Image Captioning Models 7 Oct 2021 · 1 repository · arXiv:2110.03298Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling 7 Oct 2021 · 1 repository · arXiv:2110.03252
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The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation 6 Oct 2021 · 1 repository · arXiv:2110.03036
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On the Interplay Between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis 4 Oct 2021 · 0 repositories · arXiv:2110.01147
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Learning Compact Representations of Neural Networks using DiscriminAtive Masking (DAM) 1 Oct 2021 · 1 repository · arXiv:2110.00684Syntology official (archive's flag): 1 ran · 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Powerpropagation: A sparsity inducing weight reparameterisation 1 Oct 2021 · 2 repositories · arXiv:2110.00296Syntology 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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Deep Neural Compression Via Concurrent Pruning and Self-Distillation 30 Sep 2021 · 0 repositories · arXiv:2109.15014
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RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging 30 Sep 2021 · 0 repositories · arXiv:2110.01397
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Ambiguity Adaptive Inference and Single-shot based Channel Pruning for Satellite Processing Environments 29 Sep 2021 · 0 repositories
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Automated Channel Pruning with Learned Importance 29 Sep 2021 · 0 repositories
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Can network pruning benefit deep learning under label noise? 29 Sep 2021 · 0 repositories
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Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition 29 Sep 2021 · 0 repositories · arXiv:2109.14710
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Cross-Architecture Distillation Using Bidirectional CMOW Embeddings 29 Sep 2021 · 0 repositories
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DICE: A Simple Sparsification Method for Out-of-distribution Detection 29 Sep 2021 · 0 repositories
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Efficient Ensembles of Graph Neural Networks 29 Sep 2021 · 0 repositories
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Efficient Winning Tickets Drawing over Fine-Grained Structured Sparsity 29 Sep 2021 · 0 repositories
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EXPLAINABLE AI-BASED DYNAMIC FILTER PRUNING OF CONVOLUTIONAL NEURAL NETWORKS 29 Sep 2021 · 0 repositories
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Global Magnitude Pruning With Minimum Threshold Is All We Need 29 Sep 2021 · 1 repository
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HFSP: A Hardware-friendly Soft Pruning Framework for Vision Transformers 29 Sep 2021 · 0 repositories
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Identifying Interactions among Categorical Predictors with Monte-Carlo Tree Search 29 Sep 2021 · 0 repositories
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Inductive Lottery Ticket Learning for Graph Neural Networks 29 Sep 2021 · 0 repositories
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iPrune: A Magnitude Based Unstructured Pruning Method for Efficient Binary Networks in Hardware 29 Sep 2021 · 0 repositories
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LEAN: graph-based pruning for convolutional neural networks by extracting longest chains 29 Sep 2021 · 0 repositories
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Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning 29 Sep 2021 · 0 repositories
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Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, And No Retraining 29 Sep 2021 · 1 repository
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Learning sparse DNNs with soft thresholding of weights during training 29 Sep 2021 · 0 repositories
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Lottery Image Prior 29 Sep 2021 · 0 repositories
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Lottery Ticket Structured Node Pruning for Tabular Datasets 29 Sep 2021 · 0 repositories
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Lottery Tickets can have Structural Sparsity 29 Sep 2021 · 0 repositories
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Network Pruning Optimization by Simulated Annealing Algorithm 29 Sep 2021 · 0 repositories
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On the Efficiency of Deep Neural Networks 29 Sep 2021 · 0 repositories
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OSSuM: A Gradient-Free Approach For Pruning Neural Networks At Initialization 29 Sep 2021 · 0 repositories
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Proving the Lottery Ticket Hypothesis for Convolutional Neural Networks 29 Sep 2021 · 0 repositories
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Rethinking Again the Value of Network Pruning -- A Dynamical Isometry Perspective 29 Sep 2021 · 0 repositories
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Revisit Kernel Pruning with Lottery Regulated Grouped Convolutions 29 Sep 2021 · 1 repository
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Revisiting the Lottery Ticket Hypothesis: A Ramanujan Graph Perspective 29 Sep 2021 · 0 repositories
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Self-Distilled Pruning Of Neural Networks 29 Sep 2021 · 0 repositories
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Self-Slimming Vision Transformer 29 Sep 2021 · 0 repositories
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SPARK: co-exploring model SPArsity and low-RanKness for compact neural networks 29 Sep 2021 · 0 repositories
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Sparse Unbalanced GAN Training with In-Time Over-Parameterization 29 Sep 2021 · 0 repositories
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Specialized Transformers: Faster, Smaller and more Accurate NLP Models 29 Sep 2021 · 0 repositories
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Structured Pruning Meets Orthogonality 29 Sep 2021 · 0 repositories
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Succinct Compression: Near-Optimal and Lossless Compression of Deep Neural Networks during Inference Runtime 29 Sep 2021 · 0 repositories
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Takeuchi's Information Criteria as Generalization Measures for DNNs Close to NTK Regime 29 Sep 2021 · 0 repositories
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Towards Efficient On-Chip Training of Quantum Neural Networks 29 Sep 2021 · 0 repositories
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Tropical Geometrical Zonotope Reduction as Applied to Neural Network Compression. 29 Sep 2021 · 0 repositories
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Universality of Deep Neural Network Lottery Tickets: A Renormalization Group Perspective 29 Sep 2021 · 0 repositories
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Variance Pruning: Pruning Language Models via Temporal Neuron Variance 29 Sep 2021 · 0 repositories
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Vote for Nearest Neighbors Meta-Pruning of Self-Supervised Networks 29 Sep 2021 · 0 repositories
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On the Prunability of Attention Heads in Multilingual BERT 26 Sep 2021 · 0 repositories · arXiv:2109.12683
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Fast Density Estimation for Density-based Clustering Methods 23 Sep 2021 · 0 repositories · arXiv:2109.11383
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Bayesian Optimization with Clustering and Rollback for CNN Auto Pruning 22 Sep 2021 · 1 repository · arXiv:2109.10591
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Neural network relief: a pruning algorithm based on neural activity 22 Sep 2021 · 1 repository · arXiv:2109.10795
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Scalable and Efficient MoE Training for Multitask Multilingual Models 22 Sep 2021 · 1 repository · arXiv:2109.10465
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Reproducibility Study: Comparing Rewinding and Fine-tuning in Neural Network Pruning 20 Sep 2021 · 1 repository · arXiv:2109.09670
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Structured Pattern Pruning Using Regularization 18 Sep 2021 · 0 repositories · arXiv:2109.08814
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Distilling Linguistic Context for Language Model Compression 17 Sep 2021 · 1 repository · arXiv:2109.08359Syntology official (archive's flag): 8 ran · 8 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; 1 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples)
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General Cross-Architecture Distillation of Pretrained Language Models into Matrix Embeddings 17 Sep 2021 · 1 repository · arXiv:2109.08449
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Dense Pruning of Pointwise Convolutions in the Frequency Domain 16 Sep 2021 · 0 repositories · arXiv:2109.07707
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On-the-Fly Ensemble Pruning in Evolving Data Streams 15 Sep 2021 · 0 repositories · arXiv:2109.07611
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Optimising Rolling Stock Planning including Maintenance with Constraint Programming and Quantum Annealing 15 Sep 2021 · 0 repositories · arXiv:2109.07212
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Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization 15 Sep 2021 · 0 repositories · arXiv:2109.07204
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AdaPruner: Adaptive Channel Pruning and Effective Weights Inheritance 14 Sep 2021 · 0 repositories · arXiv:2109.06397
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The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders 14 Sep 2021 · 1 repository · arXiv:2109.06939
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Causal Explanation of Convolutional Neural Networks 13 Sep 2021 · 1 repository