Browse State-of-the-Art › Computational Efficiency › Papers, page 32
Computational Efficiency
Papers archive 2025-07-28
archive papers tagged: 4,891 · with a code link: 1,644 · where Syntology ran a sample: 369 (307 with a run with no instrument failure, 62 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (369 of 4,891 tagged: 307 with a run with no instrument failure, 62 where every run was a failure of Syntology's instrument)
Page 32 of 49: papers 3,101 to 3,200 of 4,891, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Pedestrian intention prediction in Adverse Weather Conditions with Spiking Neural Networks and Dynamic Vision Sensors1 Jun 2024 0 repositories listed
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An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing31 May 2024 0 repositories listed
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Effective Interplay between Sparsity and Quantization: From Theory to Practice31 May 2024 0 repositories listed
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From Structured to Unstructured:A Comparative Analysis of Computer Vision and Graph Models in solving Mesh-based PDEs31 May 2024 0 repositories listed
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LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating Peptides31 May 2024 0 repositories listed
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Hierarchical Object-Centric Learning with Capsule Networks30 May 2024 0 repositories listed
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TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes30 May 2024 0 repositories listed
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YotoR-You Only Transform One Representation30 May 2024 0 repositories listed
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CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge29 May 2024 0 repositories listed
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Combining Off-White and Sparse Black Models in Multi-step Physics-based Systems Identification -- EXTENDED VERSION28 May 2024 0 repositories listed
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An Innovative Networks in Federated Learning28 May 2024 0 repositories listed
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Use of Boosting Algorithms in Household-Level Poverty Measurement: A Machine Learning Approach to Predict and Classify Household Wealth Quintiles in the Philippines28 May 2024 0 repositories listed
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CLAQ: Pushing the Limits of Low-Bit Post-Training Quantization for LLMs27 May 2024 0 repositories listed
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Efficient Ensembles Improve Training Data Attribution27 May 2024 0 repositories listed
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Performance evaluation of Reddit Comments using Machine Learning and Natural Language Processing methods in Sentiment Analysis27 May 2024 0 repositories listed
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Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation27 May 2024 0 repositories listed
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Trajectory Data Suffices for Statistically Efficient Learning in Offline RL with Linear q^π-Realizability and Concentrability27 May 2024 0 repositories listed
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Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection25 May 2024 0 repositories listed
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Blaze3DM: Marry Triplane Representation with Diffusion for 3D Medical Inverse Problem Solving24 May 2024 0 repositories listed
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24 May 2024 0 repositories listed
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Expert-Token Resonance: Redefining MoE Routing through Affinity-Driven Active Selection24 May 2024 0 repositories listed
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MonoDETRNext: Next-Generation Accurate and Efficient Monocular 3D Object Detector24 May 2024 0 repositories listed
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A Survey of Distributed Learning in Cloud, Mobile, and Edge Settings23 May 2024 0 repositories listed
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Computation-efficient Virtual Sensing Approach with Multichannel Adjoint Least Mean Square Algorithm23 May 2024 0 repositories listed
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Graphlets correct for the topological information missed by random walks23 May 2024 0 repositories listed
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LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models23 May 2024 0 repositories listed
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3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification21 May 2024 0 repositories listed
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Efficient Economic Model Predictive Control of Water Treatment Process with Learning-based Koopman Operator21 May 2024 0 repositories listed
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Multiscale lubrication simulation based on fourier feature networks with trainable frequency21 May 2024 0 repositories listed
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Retraction-Free Decentralized Non-convex Optimization with Orthogonal Constraints19 May 2024 0 repositories listed
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Deep Penalty Methods: A Class of Deep Learning Algorithms for Solving High Dimensional Optimal Stopping Problems18 May 2024 0 repositories listed
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Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and Hessian-free Solution Strategy16 May 2024 0 repositories listed
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RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing16 May 2024 0 repositories listed
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Neuromorphic Robust Estimation of Nonlinear Dynamical Systems Applied to Satellite Rendezvous14 May 2024 0 repositories listed
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Scalable Subsampling Inference for Deep Neural Networks14 May 2024 0 repositories listed
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Weakly-supervised causal discovery based on fuzzy knowledge and complex data complementarity14 May 2024 0 repositories listed
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A Low-rank Projected Proximal Gradient Method for Spectral Compressed Sensing13 May 2024 0 repositories listed
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Accelerating the Evolution of Personalized Automated Lane Change through Lesson Learning13 May 2024 0 repositories listed
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Ground-based image deconvolution with Swin Transformer UNet13 May 2024 0 repositories listed
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Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA11 May 2024 0 repositories listed
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ReActXGB: A Hybrid Binary Convolutional Neural Network Architecture for Improved Performance and Computational Efficiency11 May 2024 0 repositories listed
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Residual-based Attention Physics-informed Neural Networks for Spatio-Temporal Ageing Assessment of Transformers Operated in Renewable Power Plants10 May 2024 0 repositories listed
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D-CODE: Data Colony Optimization for Dynamic Network Efficiency8 May 2024 0 repositories listed
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High Energy Density Radiative Transfer in the Diffusion Regime with Fourier Neural Operators7 May 2024 0 repositories listed
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SUTRA: Scalable Multilingual Language Model Architecture7 May 2024 0 repositories listed
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Class-relevant Patch Embedding Selection for Few-Shot Image Classification6 May 2024 0 repositories listed
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Fast TILs -- A Pipeline for Efficient TILs Estimation in Non-Small Cell Lung Cancer5 May 2024 0 repositories listed
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Off-OAB: Off-Policy Policy Gradient Method with Optimal Action-Dependent Baseline4 May 2024 0 repositories listed
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Dependency-Aware Semi-Structured Sparsity of GLU Variants in Large Language Models3 May 2024 0 repositories listed
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Holistic Evaluation Metrics: Use Case Sensitive Evaluation Metrics for Federated Learning3 May 2024 0 repositories listed
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RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank3 May 2024 0 repositories listed
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TLINet: Differentiable Neural Network Temporal Logic Inference3 May 2024 0 repositories listed
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HandS3C: 3D Hand Mesh Reconstruction with State Space Spatial Channel Attention from RGB images2 May 2024 0 repositories listed
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Interpretable Data-driven Anomaly Detection in Industrial Processes with ExIFFI2 May 2024 0 repositories listed
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MFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving2 May 2024 0 repositories listed
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PAM-UNet: Shifting Attention on Region of Interest in Medical Images2 May 2024 0 repositories listed
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Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization1 May 2024 0 repositories listed
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Enhanced Textual Feature Extraction for Visual Question Answering: A Simple Convolutional Approach1 May 2024 0 repositories listed
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Variational Bayesian Methods for a Tree-Structured Stick-Breaking Process Mixture of Gaussians by Application of the Bayes Codes for Context Tree Models1 May 2024 0 repositories listed
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Distributed Traffic Signal Control via Coordinated Maximum Pressure-plus-Penalty30 Apr 2024 0 repositories listed
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GMC-PINNs: A new general Monte Carlo PINNs method for solving fractional partial differential equations on irregular domains30 Apr 2024 0 repositories listed
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Neural Dynamic Data Valuation30 Apr 2024 0 repositories listed
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Online and Offline Robust Multivariate Linear Regression30 Apr 2024 0 repositories listed
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Soft Preference Optimization: Aligning Language Models to Expert Distributions30 Apr 2024 0 repositories listed
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Landmark Alternating Diffusion29 Apr 2024 0 repositories listed
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Open-Source Drift Detection Tools in Action: Insights from Two Use Cases29 Apr 2024 0 repositories listed
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SuperCLUE-Fin: Graded Fine-Grained Analysis of Chinese LLMs on Diverse Financial Tasks and Applications29 Apr 2024 0 repositories listed
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Enhancing Computational Efficiency in Multiscale Systems Using Deep Learning of Coordinates and Flow Maps28 Apr 2024 0 repositories listed
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One-Shot Image Restoration26 Apr 2024 0 repositories listed
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Defect Localization Using Region of Interest and Histogram-Based Enhancement Approaches in 3D-Printing25 Apr 2024 0 repositories listed
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24 Apr 2024 0 repositories listed
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ST-MambaSync: The Complement of Mamba and Transformers for Spatial-Temporal in Traffic Flow Prediction24 Apr 2024 0 repositories listed
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Advances and Open Challenges in Federated Foundation Models23 Apr 2024 0 repositories listed
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Forecasting the Forced van der Pol Equation with Frequent Phase Shifts Using Reservoir Computing23 Apr 2024 0 repositories listed
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ML-based identification of the interface regions for coupling local and nonlocal models23 Apr 2024 0 repositories listed
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Adaptive Bayesian Optimization for High-Precision Motion Systems22 Apr 2024 0 repositories listed
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Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications21 Apr 2024 0 repositories listed
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LEMDA: A Novel Feature Engineering Method for Intrusion Detection in IoT Systems20 Apr 2024 0 repositories listed
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Music Consistency Models20 Apr 2024 0 repositories listed
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ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow Prediction20 Apr 2024 0 repositories listed
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A Point-Based Approach to Efficient LiDAR Multi-Task Perception19 Apr 2024 0 repositories listed
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Analytical results for uncertainty propagation through trained machine learning regression models17 Apr 2024 0 repositories listed
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LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory17 Apr 2024 0 repositories listed
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Comprehensive Survey of Model Compression and Speed up for Vision Transformers16 Apr 2024 0 repositories listed
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HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising15 Apr 2024 0 repositories listed
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Node Similarities under Random Projections: Limits and Pathological Cases15 Apr 2024 0 repositories listed
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Proof-of-Learning with Incentive Security13 Apr 2024 0 repositories listed
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Diffusion-Based Joint Temperature and Precipitation Emulation of Earth System Models12 Apr 2024 0 repositories listed
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Minimax Optimal Goodness-of-Fit Testing with Kernel Stein Discrepancy12 Apr 2024 0 repositories listed
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Precoder Design for User-Centric Network Massive MIMO with Matrix Manifold Optimization11 Apr 2024 0 repositories listed
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Efficient Sound Field Reconstruction with Conditional Invertible Neural Networks10 Apr 2024 0 repositories listed
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Dimensionality Reduction in Sentence Transformer Vector Databases with Fast Fourier Transform9 Apr 2024 0 repositories listed
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Bidirectional Long-Range Parser for Sequential Data Understanding8 Apr 2024 0 repositories listed
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GLCM-Based Feature Combination for Extraction Model Optimization in Object Detection Using Machine Learning6 Apr 2024 0 repositories listed
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Reliable Feature Selection for Adversarially Robust Cyber-Attack Detection5 Apr 2024 0 repositories listed
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Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation5 Apr 2024 0 repositories listed
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DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models4 Apr 2024 0 repositories listed
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On the Efficiency of Convolutional Neural Networks4 Apr 2024 0 repositories listed
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Attention is Naturally Sparse with Gaussian Distributed Input3 Apr 2024 0 repositories listed
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CATP: Cross-Attention Token Pruning for Accuracy Preserved Multimodal Model Inference2 Apr 2024 0 repositories listed