Browse State-of-the-Art › Computational Efficiency › Papers, page 29
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 29 of 49: papers 2,801 to 2,900 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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S7: Selective and Simplified State Space Layers for Sequence Modeling4 Oct 2024 0 repositories listed
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Efficient Second-Order Neural Network Optimization via Adaptive Trust Region Methods3 Oct 2024 0 repositories listed
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Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement3 Oct 2024 0 repositories listed
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Guaranteed-Safe MPPI Through Composite Control Barrier Functions for Efficient Sampling in Multi-Constrained Robotic Systems3 Oct 2024 0 repositories listed
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Remember and Recall: Associative-Memory-based Trajectory Prediction3 Oct 2024 0 repositories listed
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Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting2 Oct 2024 0 repositories listed
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Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning2 Oct 2024 0 repositories listed
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SSL-NBV: A Self-Supervised-Learning-Based Next-Best-View algorithm for Efficient 3D Plant Reconstruction by a Robot2 Oct 2024 0 repositories listed
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Approximately Aligned Decoding1 Oct 2024 0 repositories listed
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Compressing Recurrent Neural Networks for FPGA-accelerated Implementation in Fluorescence Lifetime Imaging1 Oct 2024 0 repositories listed
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Enhancing Solution Efficiency in Reinforcement Learning: Leveraging Sub-GFlowNet and Entropy Integration1 Oct 2024 0 repositories listed
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From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems1 Oct 2024 0 repositories listed
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Solving High-Dimensional Partial Integral Differential Equations: The Finite Expression Method1 Oct 2024 0 repositories listed
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Denoising VAE as an Explainable Feature Reduction and Diagnostic Pipeline for Autism Based on Resting state fMRI30 Sep 2024 0 repositories listed
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EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation30 Sep 2024 0 repositories listed
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Federated Instruction Tuning of LLMs with Domain Coverage Augmentation30 Sep 2024 0 repositories listed
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Optimism in the Face of Ambiguity Principle for Multi-Armed Bandits30 Sep 2024 0 repositories listed
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POMONAG: Pareto-Optimal Many-Objective Neural Architecture Generator30 Sep 2024 0 repositories listed
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Upper and Lower Bounds for Distributionally Robust Off-Dynamics Reinforcement Learning30 Sep 2024 0 repositories listed
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When Molecular GAN Meets Byte-Pair Encoding29 Sep 2024 0 repositories listed
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Efficient Dual-Blind Deconvolution for Joint Radar-Communication Systems Using ADMM: Enhancing Channel Estimation and Signal Recovery in 5G mmWave Networks28 Sep 2024 0 repositories listed
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Analysis of Truncated Singular Value Decomposition for Koopman Operator-Based Lane Change Model27 Sep 2024 0 repositories listed
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On the Power of Decision Trees in Auto-Regressive Language Modeling27 Sep 2024 0 repositories listed
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TensorSocket: Shared Data Loading for Deep Learning Training27 Sep 2024 0 repositories listed
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EfficientCrackNet: A Lightweight Model for Crack Segmentation26 Sep 2024 0 repositories listed
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Grid Evolution for Doubly Fractional Channel Estimation in OTFS Systems26 Sep 2024 0 repositories listed
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MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks26 Sep 2024 0 repositories listed
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PNR: Physics-informed Neural Representation for high-resolution LFM reconstruction26 Sep 2024 0 repositories listed
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CNN Mixture-of-Depths25 Sep 2024 0 repositories listed
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Exploring Brain Network Organization in Alzheimer Disease and Frontotemporal Dementia: A Crossplot Transition Entropy Approach25 Sep 2024 0 repositories listed
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Learning Representation for Multitask learning through Self Supervised Auxiliary learning25 Sep 2024 0 repositories listed
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Applying Incremental Learning in Binary-Addition-Tree Algorithm for Dynamic Binary-State Network Reliability24 Sep 2024 0 repositories listed
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GISExplainer: On Explainability of Graph Neural Networks via Game-theoretic Interaction Subgraphs24 Sep 2024 0 repositories listed
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Potential Field as Scene Affordance for Behavior Change-Based Visual Risk Object Identification24 Sep 2024 0 repositories listed
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Refereeing the Referees: Evaluating Two-Sample Tests for Validating Generators in Precision Sciences24 Sep 2024 0 repositories listed
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Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint24 Sep 2024 0 repositories listed
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Zero-Shot Detection of AI-Generated Images24 Sep 2024 0 repositories listed
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Harmonic Path Integral Diffusion23 Sep 2024 0 repositories listed
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Micrometer: Micromechanics Transformer for Predicting Mechanical Responses of Heterogeneous Materials23 Sep 2024 0 repositories listed
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Beyond Conformal Predictors: Adaptive Conformal Inference with Confidence Predictors23 Sep 2024 0 repositories listed
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A High-Performance External Validity Index for Clustering with a Large Number of Clusters22 Sep 2024 0 repositories listed
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Data-driven Modeling of Linearizable Power Flow for Large-scale Grid Topology Optimization21 Sep 2024 0 repositories listed
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Deep Transfer Hashing for Adaptive Learning on Federated Streaming Data19 Sep 2024 0 repositories listed
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TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning19 Sep 2024 0 repositories listed
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Applications of Knowledge Distillation in Remote Sensing: A Survey18 Sep 2024 0 repositories listed
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Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection18 Sep 2024 0 repositories listed
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Memory Networks: Towards Fully Biologically Plausible Learning18 Sep 2024 0 repositories listed
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On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery18 Sep 2024 0 repositories listed
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Optimal Control for Discrete-Time Systems under Bounded Disturbances18 Sep 2024 0 repositories listed
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Recurrent Interpolants for Probabilistic Time Series Prediction18 Sep 2024 0 repositories listed
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ReLU Surrogates in Mixed-Integer MPC for Irrigation Scheduling18 Sep 2024 0 repositories listed
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A computational framework for optimal and Model Predictive Control of stochastic gene regulatory networks17 Sep 2024 0 repositories listed
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PropEnc: A Property Encoder for Graph Neural Networks17 Sep 2024 0 repositories listed
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SDP: Spiking Diffusion Policy for Robotic Manipulation with Learnable Channel-Wise Membrane Thresholds17 Sep 2024 0 repositories listed
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Towards Gaussian Process for operator learning: an uncertainty aware resolution independent operator learning algorithm for computational mechanics17 Sep 2024 0 repositories listed
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Neuromorphic Spintronics16 Sep 2024 0 repositories listed
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Provably Efficient Infinite-Horizon Average-Reward Reinforcement Learning with Linear Function Approximation16 Sep 2024 0 repositories listed
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Scaling Continuous Kernels with Sparse Fourier Domain Learning15 Sep 2024 0 repositories listed
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Multiscale fusion enhanced spiking neural network for invasive BCI neural signal decoding14 Sep 2024 0 repositories listed
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Adaptive Sampling for Continuous Group Equivariant Neural Networks13 Sep 2024 0 repositories listed
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An Efficient Privacy-aware Split Learning Framework for Satellite Communications13 Sep 2024 0 repositories listed
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Convex Reformulation of Information Constrained Linear State Estimation with Mixed-Binary Variables for Outlier Accommodation13 Sep 2024 0 repositories listed
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Integration of Mamba and Transformer -- MAT for Long-Short Range Time Series Forecasting with Application to Weather Dynamics13 Sep 2024 0 repositories listed
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Thermal Modelling of Battery Cells for Optimal Tab and Surface Cooling Control13 Sep 2024 0 repositories listed
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GateAttentionPose: Enhancing Pose Estimation with Agent Attention and Improved Gated Convolutions12 Sep 2024 0 repositories listed
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In-Situ Fine-Tuning of Wildlife Models in IoT-Enabled Camera Traps for Efficient Adaptation12 Sep 2024 0 repositories listed
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Rapid Parameter Estimation for Extreme Mass Ratio Inspirals Using Machine Learning12 Sep 2024 0 repositories listed
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A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size Adaption11 Sep 2024 0 repositories listed
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Mamba for Scalable and Efficient Personalized Recommendations11 Sep 2024 0 repositories listed
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CerviXpert: A Multi-Structural Convolutional Neural Network for Predicting Cervix Type and Cervical Cell Abnormalities10 Sep 2024 0 repositories listed
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The Weak Form Is Stronger Than You Think10 Sep 2024 0 repositories listed
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Uncertainty Quantification in Seismic Inversion Through Integrated Importance Sampling and Ensemble Methods10 Sep 2024 0 repositories listed
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Bridging Autoencoders and Dynamic Mode Decomposition for Reduced-order Modeling and Control of PDEs9 Sep 2024 0 repositories listed
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Consensus-based Distributed Quantum Kernel Learning for Speech Recognition9 Sep 2024 0 repositories listed
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Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion9 Sep 2024 0 repositories listed
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NeurLZ: An Online Neural Learning-Based Method to Enhance Scientific Lossy Compression9 Sep 2024 0 repositories listed
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Self-Supervised State Space Model for Real-Time Traffic Accident Prediction Using eKAN Networks9 Sep 2024 0 repositories listed
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Towards Democratizing Multilingual Large Language Models For Medicine Through A Two-Stage Instruction Fine-tuning Approach9 Sep 2024 0 repositories listed
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VidLPRO: A Video-Language Pre-training Framework for Robotic and Laparoscopic Surgery7 Sep 2024 0 repositories listed
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An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis6 Sep 2024 0 repositories listed
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A Physics-Informed Machine Learning Approach for Solving Distributed Order Fractional Differential Equations5 Sep 2024 0 repositories listed
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InfraLib: Enabling Reinforcement Learning and Decision-Making for Large-Scale Infrastructure Management5 Sep 2024 0 repositories listed
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On the Complexity of Neural Computation in Superposition5 Sep 2024 0 repositories listed
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Shuffle Vision Transformer: Lightweight, Fast and Efficient Recognition of Driver Facial Expression5 Sep 2024 0 repositories listed
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State-space models are accurate and efficient neural operators for dynamical systems5 Sep 2024 0 repositories listed
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Configurable Foundation Models: Building LLMs from a Modular Perspective4 Sep 2024 0 repositories listed
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Deep Adaptive Interest Network: Personalized Recommendation with Context-Aware Learning4 Sep 2024 0 repositories listed
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Efficient Image Compression Using Advanced State Space Models4 Sep 2024 0 repositories listed
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Exact first passage time distribution for second-order reactions in chemical networks4 Sep 2024 0 repositories listed
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Fast, High-Quality and Parameter-Efficient Articulatory Synthesis using Differentiable DSP4 Sep 2024 0 repositories listed
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Relative-Translation Invariant Wasserstein Distance4 Sep 2024 0 repositories listed
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Efficiently Expanding Receptive Fields: Local Split Attention and Parallel Aggregation for Enhanced Large-scale Point Cloud Semantic Segmentation3 Sep 2024 0 repositories listed
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TASL-Net: Tri-Attention Selective Learning Network for Intelligent Diagnosis of Bimodal Ultrasound Video3 Sep 2024 0 repositories listed
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TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation3 Sep 2024 0 repositories listed
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Free-DyGS: Camera-Pose-Free Scene Reconstruction based on Gaussian Splatting for Dynamic Surgical Videos2 Sep 2024 0 repositories listed
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From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation2 Sep 2024 0 repositories listed
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Membership Inference Attacks Against In-Context Learning2 Sep 2024 0 repositories listed
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Multi-frequency Neural Born Iterative Method for Solving 2-D Inverse Scattering Problems2 Sep 2024 0 repositories listed
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Adapting Physics-Informed Neural Networks for Bifurcation Detection in Ecological Migration Models1 Sep 2024 0 repositories listed
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DMRA: An Adaptive Line Spectrum Estimation Method through Dynamical Multi-Resolution of Atoms1 Sep 2024 0 repositories listed