Methods › General › Model Compression › Pruning › Papers, page 18
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 18 of 39: papers 1,701 to 1,800 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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Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? 27 May 2023 · 1 repository · arXiv:2305.17352Syntology 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)
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Pruning at Initialization -- A Sketching Perspective 27 May 2023 · 0 repositories · arXiv:2305.17559
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PuMer: Pruning and Merging Tokens for Efficient Vision Language Models 27 May 2023 · 1 repository · arXiv:2305.17530Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Zero-TPrune: Zero-Shot Token Pruning through Leveraging of the Attention Graph in Pre-Trained Transformers 27 May 2023 · 0 repositories · arXiv:2305.17328
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COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models 26 May 2023 · 1 repository · arXiv:2305.17235Syntology 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) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
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Improving Knowledge Distillation via Regularizing Feature Norm and Direction 26 May 2023 · 1 repository · arXiv:2305.17007Syntology 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) · 3 pointer-only (licence)
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Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations 26 May 2023 · 1 repository · arXiv:2305.16886
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C-MCTS: Safe Planning with Monte Carlo Tree Search 25 May 2023 · 1 repository · arXiv:2305.16209
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Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder 25 May 2023 · 2 repositories · arXiv:2305.16304Syntology 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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Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers 25 May 2023 · 0 repositories · arXiv:2305.15805
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Multi-scale Efficient Graph-Transformer for Whole Slide Image Classification 25 May 2023 · 0 repositories · arXiv:2305.15773
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BK-SDM: A Lightweight, Fast, and Cheap Version of Stable Diffusion 25 May 2023 · 3 repositories · arXiv:2305.15798Syntology official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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PruMUX: Augmenting Data Multiplexing with Model Compression 24 May 2023 · 1 repository · arXiv:2305.14706
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Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning 24 May 2023 · 0 repositories · arXiv:2305.14852
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Just CHOP: Embarrassingly Simple LLM Compression 24 May 2023 · 0 repositories · arXiv:2305.14864
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SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models 24 May 2023 · 0 repositories · arXiv:2305.15033
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Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML 23 May 2023 · 0 repositories · arXiv:2305.14109
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Layer-adaptive Structured Pruning Guided by Latency 23 May 2023 · 0 repositories · arXiv:2305.14403
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PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning 23 May 2023 · 1 repository · arXiv:2305.13888
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Digital-SC: Digital Semantic Communication with Adaptive Network Split and Learned Non-Linear Quantization 22 May 2023 · 0 repositories · arXiv:2305.13553
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Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter 21 May 2023 · 1 repository · arXiv:2305.12449
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Infor-Coef: Information Bottleneck-based Dynamic Token Downsampling for Compact and Efficient language model 21 May 2023 · 0 repositories · arXiv:2305.12458
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Pruning Pre-trained Language Models with Principled Importance and Self-regularization 21 May 2023 · 1 repository · arXiv:2305.12394Syntology 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) · 0 unverified (of 1 harvested sample)
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Probabilistic Modeling: Proving the Lottery Ticket Hypothesis in Spiking Neural Network 20 May 2023 · 0 repositories · arXiv:2305.12148
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Self-Distillation with Meta Learning for Knowledge Graph Completion 20 May 2023 · 1 repository · arXiv:2305.12209
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LLM-Pruner: On the Structural Pruning of Large Language Models 19 May 2023 · 2 repositories · arXiv:2305.11627
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SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization 19 May 2023 · 0 repositories · arXiv:2305.11615
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Boost Vision Transformer with GPU-Friendly Sparsity and Quantization 18 May 2023 · 0 repositories · arXiv:2305.10727
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Learning Activation Functions for Sparse Neural Networks 18 May 2023 · 1 repository · arXiv:2305.10964
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Less Can Be More: Unsupervised Graph Pruning for Large-scale Dynamic Graphs 18 May 2023 · 1 repository · arXiv:2305.10673
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PDP: Parameter-free Differentiable Pruning is All You Need 18 May 2023 · 0 repositories · arXiv:2305.11203
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Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt 17 May 2023 · 0 repositories · arXiv:2305.11186
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Adaptive Federated Pruning in Hierarchical Wireless Networks 15 May 2023 · 0 repositories · arXiv:2305.09042
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Image Matching by Bare Homography 15 May 2023 · 0 repositories · arXiv:2305.08946
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Parameter-Efficient Fine-Tuning with Layer Pruning on Free-Text Sequence-to-Sequence Modeling 15 May 2023 · 1 repository · arXiv:2305.08285
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SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving 12 May 2023 · 0 repositories · arXiv:2305.07522
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Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning Systems 11 May 2023 · 0 repositories · arXiv:2305.07135
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Graph Neural Network for Accurate and Low-complexity SAR ATR 11 May 2023 · 0 repositories · arXiv:2305.07119
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Securing Distributed SGD against Gradient Leakage Threats 10 May 2023 · 1 repository · arXiv:2305.06473
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Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference 10 May 2023 · 0 repositories · arXiv:2305.05933
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Distributional Multi-Objective Decision Making 9 May 2023 · 1 repository · arXiv:2305.05560
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OSTA: One-shot Task-adaptive Channel Selection for Semantic Segmentation of Multichannel Images 8 May 2023 · 0 repositories · arXiv:2305.04766
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CrAFT: Compression-Aware Fine-Tuning for Efficient Visual Task Adaptation 8 May 2023 · 0 repositories · arXiv:2305.04526
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Classification Tree Pruning Under Covariate Shift 7 May 2023 · 0 repositories · arXiv:2305.04335
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Compressing audio CNNs with graph centrality based filter pruning 5 May 2023 · 0 repositories · arXiv:2305.03391
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3D Small Object Detection with Dynamic Spatial Pruning 5 May 2023 · 1 repository · arXiv:2305.03716
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Learn how to Prune Pixels for Multi-view Neural Image-based Synthesis 5 May 2023 · 0 repositories · arXiv:2305.03572
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Bicubic++: Slim, Slimmer, Slimmest -- Designing an Industry-Grade Super-Resolution Network 3 May 2023 · 1 repository · arXiv:2305.02126
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Rethinking Graph Lottery Tickets: Graph Sparsity Matters 3 May 2023 · 0 repositories · arXiv:2305.02190
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Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing 2 May 2023 · 0 repositories · arXiv:2305.01387
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Optimizing Guided Traversal for Fast Learned Sparse Retrieval 2 May 2023 · 1 repository · arXiv:2305.01203
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DepthFL: Depthwise Federated Learning for Heterogeneous Clients 1 May 2023 · 1 repository
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JaxPruner: A concise library for sparsity research 27 Apr 2023 · 1 repository · arXiv:2304.14082Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Concept-Monitor: Understanding DNN training through individual neurons 26 Apr 2023 · 0 repositories · arXiv:2304.13346
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Filter Pruning via Filters Similarity in Consecutive Layers 26 Apr 2023 · 0 repositories · arXiv:2304.13397
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Fine Tuning with Abnormal Examples 26 Apr 2023 · 0 repositories · arXiv:2304.13783
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Sparsified Model Zoo Twins: Investigating Populations of Sparsified Neural Network Models 26 Apr 2023 · 0 repositories · arXiv:2304.13718
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A Static Pruning Study on Sparse Neural Retrievers 25 Apr 2023 · 0 repositories · arXiv:2304.12702
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Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures 25 Apr 2023 · 0 repositories · arXiv:2304.12622
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Optimizing Deep Learning Models For Raspberry Pi 25 Apr 2023 · 1 repository · arXiv:2304.13039
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Towards Compute-Optimal Transfer Learning 25 Apr 2023 · 0 repositories · arXiv:2304.13164
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Advancing underwater acoustic target recognition via adaptive data pruning and smoothness-inducing regularization 24 Apr 2023 · 0 repositories · arXiv:2304.11907
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Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration 24 Apr 2023 · 0 repositories · arXiv:2304.12214
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Conservative Sparse Neural Network Embedded Frequency-Constrained Unit Commitment With Distributed Energy Resources 21 Apr 2023 · 0 repositories · arXiv:2304.10720
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Joint Token Pruning and Squeezing Towards More Aggressive Compression of Vision Transformers 21 Apr 2023 · 1 repository · arXiv:2304.10716Syntology official (archive's flag): 4 ran · 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) · 4 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks 19 Apr 2023 · 0 repositories · arXiv:2304.09500
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Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing 19 Apr 2023 · 0 repositories · arXiv:2304.09876
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Network Pruning Spaces 19 Apr 2023 · 0 repositories · arXiv:2304.09453
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Single-View View Synthesis with Self-Rectified Pseudo-Stereo 19 Apr 2023 · 0 repositories · arXiv:2304.09527
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ATHEENA: A Toolflow for Hardware Early-Exit Network Automation 17 Apr 2023 · 0 repositories · arXiv:2304.08400
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Beta-Rank: A Robust Convolutional Filter Pruning Method For Imbalanced Medical Image Analysis 15 Apr 2023 · 1 repository · arXiv:2304.07461
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SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training 15 Apr 2023 · 0 repositories · arXiv:2304.07488
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AUTOSPARSE: Towards Automated Sparse Training of Deep Neural Networks 14 Apr 2023 · 0 repositories · arXiv:2304.06941
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Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution 13 Apr 2023 · 1 repository · arXiv:2304.06305
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Learning Accurate Performance Predictors for Ultrafast Automated Model Compression 13 Apr 2023 · 1 repository · arXiv:2304.06393
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Structured Pruning for Multi-Task Deep Neural Networks 13 Apr 2023 · 0 repositories · arXiv:2304.06840
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Distilling Token-Pruned Pose Transformer for 2D Human Pose Estimation 12 Apr 2023 · 0 repositories · arXiv:2304.05548
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Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time series 12 Apr 2023 · 1 repository · arXiv:2304.05800
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Surrogate Lagrangian Relaxation: A Path To Retrain-free Deep Neural Network Pruning 8 Apr 2023 · 0 repositories · arXiv:2304.04120
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Clutter Detection and Removal in 3D Scenes with View-Consistent Inpainting 7 Apr 2023 · 0 repositories · arXiv:2304.03763
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Learning to Learn with Indispensable Connections 6 Apr 2023 · 0 repositories · arXiv:2304.02862
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NTK-SAP: Improving neural network pruning by aligning training dynamics 6 Apr 2023 · 1 repository · arXiv:2304.02840Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
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Scalable Causal Discovery with Score Matching 6 Apr 2023 · 0 repositories · arXiv:2304.03382
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Efficient CNNs via Passive Filter Pruning 5 Apr 2023 · 0 repositories · arXiv:2304.02319
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To Asymmetry and Beyond: Structured Pruning of Sequence to Sequence Models for Improved Inference Efficiency 5 Apr 2023 · 0 repositories · arXiv:2304.02721
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Attention Map Guided Transformer Pruning for Edge Device 4 Apr 2023 · 1 repository · arXiv:2304.01452
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PoseMatcher: One-shot 6D Object Pose Estimation by Deep Feature Matching 3 Apr 2023 · 0 repositories · arXiv:2304.01382
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Self-building Neural Networks 3 Apr 2023 · 1 repository · arXiv:2304.01086
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Progressive Channel-Shrinking Network 1 Apr 2023 · 0 repositories · arXiv:2304.00280
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The Other Side of Compression: Measuring Bias in Pruned Transformers 1 Apr 2023 · 1 repository
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Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders 31 Mar 2023 · 0 repositories · arXiv:2304.01016
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Explainable Intrusion Detection Systems Using Competitive Learning Techniques 30 Mar 2023 · 0 repositories · arXiv:2303.17387
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oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes 30 Mar 2023 · 0 repositories · arXiv:2303.17612
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SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer 30 Mar 2023 · 1 repository · arXiv:2303.17605
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A Multi-objective Complex Network Pruning Framework Based on Divide-and-conquer and Global Performance Impairment Ranking 28 Mar 2023 · 0 repositories · arXiv:2303.16212
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Large-scale Training Data Search for Object Re-identification 28 Mar 2023 · 1 repository · arXiv:2303.16186
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Learning Second-Order Attentive Context for Efficient Correspondence Pruning 28 Mar 2023 · 0 repositories · arXiv:2303.15761
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Randomly Initialized Subnetworks with Iterative Weight Recycling 28 Mar 2023 · 0 repositories · arXiv:2303.15953
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Improving the Transferability of Adversarial Examples via Direction Tuning 27 Mar 2023 · 2 repositories · arXiv:2303.15109
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TransCODE: Co-design of Transformers and Accelerators for Efficient Training and Inference 27 Mar 2023 · 0 repositories · arXiv:2303.14882