Browse State-of-the-Art › Computational Efficiency › Papers, page 23
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 23 of 49: papers 2,201 to 2,300 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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Nonlinear energy-preserving model reduction with lifting transformations that quadratize the energy4 Mar 2025 0 repositories listed
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Perceptual Motor Learning with Active Inference Framework for Robust Lateral Control3 Mar 2025 0 repositories listed
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Correcting Mode Proportion Bias in Generalized Bayesian Inference via a Weighted Kernel Stein Discrepancy3 Mar 2025 0 repositories listed
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ECG-EmotionNet: Nested Mixture of Expert (NMoE) Adaptation of ECG-Foundation Model for Driver Emotion Recognition3 Mar 2025 0 repositories listed
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Efficient or Powerful? Trade-offs Between Machine Learning and Deep Learning for Mental Illness Detection on Social Media3 Mar 2025 0 repositories listed
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Enhancing Multi-hop Reasoning in Vision-Language Models via Self-Distillation with Multi-Prompt Ensembling3 Mar 2025 0 repositories listed
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PEO: Improving Bi-Factorial Preference Alignment with Post-Training Policy Extrapolation3 Mar 2025 0 repositories listed
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Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention3 Mar 2025 0 repositories listed
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Uplink Transmission Design for Fluid Antenna-Enabled Multiuser MIMO Systems with Imperfect CSI3 Mar 2025 0 repositories listed
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Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks2 Mar 2025 0 repositories listed
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Solving Satisfiability Modulo Counting Exactly with Probabilistic Circuits2 Mar 2025 0 repositories listed
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Evaluation of adaptive sampling methods in scenario generation for virtual safety impact assessment of pre-crash safety systems2 Mar 2025 0 repositories listed
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Minimax Optimal Reinforcement Learning with Quasi-Optimism2 Mar 2025 0 repositories listed
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Abstract Rendering: Computing All Seen in Gaussian Splat Scenes1 Mar 2025 0 repositories listed
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Cross-Attention Fusion of MRI and Jacobian Maps for Alzheimer's Disease Diagnosis1 Mar 2025 0 repositories listed
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Optimizing Parameter Estimation for Electrochemical Battery Model: A Comparative Analysis of Operating Profiles on Computational Efficiency and Accuracy1 Mar 2025 0 repositories listed
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QDCNN: Quantum Deep Learning for Enhancing Safety and Reliability in Autonomous Transportation Systems1 Mar 2025 0 repositories listed
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Computationally Efficient Safe Control of Linear Systems under Severe Sensor Attacks28 Feb 2025 0 repositories listed
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Minimax Optimal Kernel Two-Sample Tests with Random Features28 Feb 2025 0 repositories listed
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Transformers with Joint Tokens and Local-Global Attention for Efficient Human Pose Estimation28 Feb 2025 0 repositories listed
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Advanced Deep Learning Techniques for Analyzing Earnings Call Transcripts: Methodologies and Applications27 Feb 2025 0 repositories listed
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Deep Learning-Based Approach for Automatic 2D and 3D MRI Segmentation of Gliomas27 Feb 2025 0 repositories listed
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Dynamic Energy Flow Analysis of Integrated Electricity and Gas Systems: A Semi-Analytical Approach27 Feb 2025 0 repositories listed
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FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework27 Feb 2025 0 repositories listed
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Graph Probability Aggregation Clustering27 Feb 2025 0 repositories listed
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KunlunBaize: LLM with Multi-Scale Convolution and Multi-Token Prediction Under TransformerX Framework27 Feb 2025 0 repositories listed
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RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering27 Feb 2025 0 repositories listed
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Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image Enhancement27 Feb 2025 0 repositories listed
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Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs26 Feb 2025 0 repositories listed
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CLIP-Optimized Multimodal Image Enhancement via ISP-CNN Fusion for Coal Mine IoVT under Uneven Illumination26 Feb 2025 0 repositories listed
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Evaluating the Suitability of Different Intraoral Scan Resolutions for Deep Learning-Based Tooth Segmentation26 Feb 2025 0 repositories listed
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High-fidelity Multiphysics Modelling for Rapid Predictions Using Physics-informed Parallel Neural Operator26 Feb 2025 0 repositories listed
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Optimal Approximate Matrix Multiplication over Sliding Windows26 Feb 2025 0 repositories listed
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A Materials Foundation Model via Hybrid Invariant-Equivariant Architectures25 Feb 2025 0 repositories listed
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Design and implementation of a distributed security threat detection system integrating federated learning and multimodal LLM25 Feb 2025 0 repositories listed
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InVDriver: Intra-Instance Aware Vectorized Query-Based Autonomous Driving Transformer25 Feb 2025 0 repositories listed
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Memory-Free and Parallel Computation for Quantized Spiking Neural Networks25 Feb 2025 0 repositories listed
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Transported Memory Networks accelerating Computational Fluid Dynamics25 Feb 2025 0 repositories listed
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Tukey Depth Mechanisms for Practical Private Mean Estimation25 Feb 2025 0 repositories listed
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Architecting Digital Twins for Intelligent Transportation Systems24 Feb 2025 0 repositories listed
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Learning Backbones: Sparsifying Graphs through Zero Forcing for Effective Graph-Based Learning24 Feb 2025 0 repositories listed
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Random Projections and Natural Sparsity in Time-Series Classification: A Theoretical Analysis24 Feb 2025 0 repositories listed
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DISC: DISC: Dynamic Decomposition Improves LLM Inference Scaling23 Feb 2025 0 repositories listed
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A strictly predefined-time convergent and anti-noise fractional-order zeroing neural network for solving time-variant quadratic programming in kinematic robot control22 Feb 2025 0 repositories listed
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Dynamic Parallel Tree Search for Efficient LLM Reasoning22 Feb 2025 0 repositories listed
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Pseudo-Measurement Enhancement in Power Distribution Systems22 Feb 2025 0 repositories listed
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Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery22 Feb 2025 0 repositories listed
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Hard constraint learning approaches with trainable influence functions for evolutionary equations21 Feb 2025 0 repositories listed
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Probabilistic Formulations for System Identification of Linear Dynamics with Bilinear Observation Models21 Feb 2025 0 repositories listed
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An Enhancement of Jiang, Z., et al.s Compression-Based Classification Algorithm Applied to News Article Categorization20 Feb 2025 0 repositories listed
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Financial fraud detection system based on improved random forest and gradient boosting machine (GBM)20 Feb 2025 0 repositories listed
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Fundamental Survey on Neuromorphic Based Audio Classification20 Feb 2025 0 repositories listed
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InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly20 Feb 2025 0 repositories listed
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Leveraging Small LLMs for Argument Mining in Education: Argument Component Identification, Classification, and Assessment20 Feb 2025 0 repositories listed
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Moshi Moshi? A Model Selection Hijacking Adversarial Attack20 Feb 2025 0 repositories listed
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QUAD-LLM-MLTC: Large Language Models Ensemble Learning for Healthcare Text Multi-Label Classification20 Feb 2025 0 repositories listed
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20 Feb 2025 0 repositories listed
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Backpropagation-free Spiking Neural Networks with the Forward-Forward Algorithm19 Feb 2025 0 repositories listed
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EfficientPose 6D: Scalable and Efficient 6D Object Pose Estimation19 Feb 2025 0 repositories listed
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Investigating Non-Transitivity in LLM-as-a-Judge19 Feb 2025 0 repositories listed
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Risk-Sensitive Security-Constrained Economic Dispatch: Pricing and Algorithm Design19 Feb 2025 0 repositories listed
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Activation-wise Propagation: A Universal Strategy to Break Timestep Constraints in Spiking Neural Networks for 3D Data Processing18 Feb 2025 0 repositories listed
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CondensNet: Enabling stable long-term climate simulations via hybrid deep learning models with adaptive physical constraints18 Feb 2025 0 repositories listed
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DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs18 Feb 2025 0 repositories listed
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Revisiting Privacy, Utility, and Efficiency Trade-offs when Fine-Tuning Large Language Models18 Feb 2025 0 repositories listed
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iMOVE: Instance-Motion-Aware Video Understanding17 Feb 2025 0 repositories listed
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IMTS-Mixer: Mixer-Networks for Irregular Multivariate Time Series Forecasting17 Feb 2025 0 repositories listed
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Model-free system identification of surface ships in waves via Hankel dynamic mode decomposition with control17 Feb 2025 0 repositories listed
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On the Query Complexity of Verifier-Assisted Language Generation17 Feb 2025 0 repositories listed
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Symmetric Rank-One Quasi-Newton Methods for Deep Learning Using Cubic Regularization17 Feb 2025 0 repositories listed
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Collaborative Deterministic-Probabilistic Forecasting for Real-World Spatiotemporal Systems16 Feb 2025 0 repositories listed
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Emergent functions of noise-driven spontaneous activity: Homeostatic maintenance of criticality and memory consolidation16 Feb 2025 0 repositories listed
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Practical Topics in Optimization16 Feb 2025 0 repositories listed
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RemInD: Remembering Anatomical Variations for Interpretable Domain Adaptive Medical Image Segmentation15 Feb 2025 0 repositories listed
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Probabilistic Lexical Manifold Construction in Large Language Models via Hierarchical Vector Field Interpolation14 Feb 2025 0 repositories listed
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Data-Enabled Predictive Control for Flexible Spacecraft13 Feb 2025 0 repositories listed
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E-MD3C: Taming Masked Diffusion Transformers for Efficient Zero-Shot Object Customization13 Feb 2025 0 repositories listed
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FLAME: Flexible LLM-Assisted Moderation Engine13 Feb 2025 0 repositories listed
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GoRA: Gradient-driven Adaptive Low Rank Adaptation13 Feb 2025 0 repositories listed
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Linear-Time User-Level DP-SCO via Robust Statistics13 Feb 2025 0 repositories listed
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Long-Range LiDAR Vehicle Detection Through Clustering and Classification for Autonomous Racing13 Feb 2025 0 repositories listed
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Rolling Ahead Diffusion for Traffic Scene Simulation13 Feb 2025 0 repositories listed
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Structured Convergence in Large Language Model Representations via Hierarchical Latent Space Folding13 Feb 2025 0 repositories listed
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A Low-Complexity Plug-and-Play Deep Learning Model for Massive MIMO Precoding Across Sites12 Feb 2025 0 repositories listed
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TANTE: Time-Adaptive Operator Learning via Neural Taylor Expansion12 Feb 2025 0 repositories listed
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Contextual Compression Encoding for Large Language Models: A Novel Framework for Multi-Layered Parameter Space Pruning12 Feb 2025 0 repositories listed
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Low-Resolution Neural Networks12 Feb 2025 0 repositories listed
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Neuromorphic Digital-Twin-based Controller for Indoor Multi-UAV Systems Deployment12 Feb 2025 0 repositories listed
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Recurrent Memory for Online Interdomain Gaussian Processes12 Feb 2025 0 repositories listed
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The Paradox of Stochasticity: Limited Creativity and Computational Decoupling in Temperature-Varied LLM Outputs of Structured Fictional Data12 Feb 2025 0 repositories listed
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Exploring Patterns Behind Sports11 Feb 2025 0 repositories listed
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Fast-COS: A Fast One-Stage Object Detector Based on Reparameterized Attention Vision Transformer for Autonomous Driving11 Feb 2025 0 repositories listed
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FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data11 Feb 2025 0 repositories listed
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Global Universal Scaling and Ultra-Small Parameterization in Machine Learning Interatomic Potentials with Super-Linearity11 Feb 2025 0 repositories listed
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Learning Inverse Laplacian Pyramid for Progressive Depth Completion11 Feb 2025 0 repositories listed
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Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks11 Feb 2025 0 repositories listed
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Mixed Integer Linear Programming for Active Contact Selection in Deep Brain Stimulation11 Feb 2025 0 repositories listed
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MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition11 Feb 2025 0 repositories listed
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Provably Efficient RLHF Pipeline: A Unified View from Contextual Bandits11 Feb 2025 0 repositories listed
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Bayesian Optimization by Kernel Regression and Density-based Exploration10 Feb 2025 0 repositories listed