Browse State-of-the-Art › Computational Efficiency › Papers, page 21

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 21 of 49: papers 2,001 to 2,100 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.

• Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models?
  13 Apr 2025 0 repositories listed
• Enhancing Mathematical Reasoning in Large Language Models with Self-Consistency-Based Hallucination Detection
  13 Apr 2025 0 repositories listed
• Integrated GARCH-GRU in Financial Volatility Forecasting
  13 Apr 2025 0 repositories listed
• OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation
  13 Apr 2025 0 repositories listed
• HER2 Expression Prediction with Flexible Multi-Modal Inputs via Dynamic Bidirectional Reconstruction
  12 Apr 2025 0 repositories listed
• Graph Reduction with Unsupervised Learning in Column Generation: A Routing Application
  11 Apr 2025 0 repositories listed
• Hypergraph Vision Transformers: Images are More than Nodes, More than Edges
  11 Apr 2025 0 repositories listed
• Reinforcement Learning-Driven Plant-Wide Refinery Planning Using Model Decomposition
  11 Apr 2025 0 repositories listed
• SAEs Can Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMs
  11 Apr 2025 0 repositories listed
• Successive Jump and Mode Decomposition
  11 Apr 2025 0 repositories listed
• Deep Reinforcement Learning for Day-to-day Dynamic Tolling in Tradable Credit Schemes
  10 Apr 2025 0 repositories listed
• Gradient-based Sample Selection for Faster Bayesian Optimization
  10 Apr 2025 0 repositories listed
• How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension
  10 Apr 2025 0 repositories listed
• Representation Meets Optimization: Training PINNs and PIKANs for Gray-Box Discovery in Systems Pharmacology
  10 Apr 2025 0 repositories listed
• Search-contempt: a hybrid MCTS algorithm for training AlphaZero-like engines with better computational efficiency
  10 Apr 2025 0 repositories listed
• STEI-PCN: an efficient pure convolutional network for traffic prediction via spatial-temporal encoding and inferring
  10 Apr 2025 0 repositories listed
• V2V3D: View-to-View Denoised 3D Reconstruction for Light-Field Microscopy
  10 Apr 2025 0 repositories listed
• Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion
  9 Apr 2025 0 repositories listed
• Density Approximation of Affine Jump Diffusions via Closed-Form Moment Matching
  9 Apr 2025 0 repositories listed
• Regret Bounds for Robust Online Decision Making
  9 Apr 2025 0 repositories listed
• econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
  8 Apr 2025 0 repositories listed
• Hybrid Temporal Differential Consistency Autoencoder for Efficient and Sustainable Anomaly Detection in Cyber-Physical Systems
  8 Apr 2025 0 repositories listed
• Optuna vs Code Llama: Are LLMs a New Paradigm for Hyperparameter Tuning?
  8 Apr 2025 0 repositories listed
• WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care
  8 Apr 2025 0 repositories listed
• Constrained Gaussian Process Motion Planning via Stein Variational Newton Inference
  7 Apr 2025 0 repositories listed
• Embedded Federated Feature Selection with Dynamic Sparse Training: Balancing Accuracy-Cost Tradeoffs
  7 Apr 2025 0 repositories listed
• Federated Learning for Medical Image Classification: A Comprehensive Benchmark
  7 Apr 2025 0 repositories listed
• Neural network-enhanced integrators for simulating ordinary differential equations
  7 Apr 2025 0 repositories listed
• Sparse Optimization for Transfer Learning: A L0-Regularized Framework for Multi-Source Domain Adaptation
  7 Apr 2025 0 repositories listed
• Confidence-Aware Learning Optimal Terminal Guidance via Gaussian Process Regression
  6 Apr 2025 0 repositories listed
• Loss Functions in Deep Learning: A Comprehensive Review
  5 Apr 2025 0 repositories listed
• Mapping at First Sense: A Lightweight Neural Network-Based Indoor Structures Prediction Method for Robot Autonomous Exploration
  5 Apr 2025 0 repositories listed
• DP-LET: An Efficient Spatio-Temporal Network Traffic Prediction Framework
  4 Apr 2025 0 repositories listed
• Electromyography-Based Gesture Recognition: Hierarchical Feature Extraction for Enhanced Spatial-Temporal Dynamics
  4 Apr 2025 0 repositories listed
• Hybrid Real- and Complex-valued Neural Network Architecture
  4 Apr 2025 0 repositories listed
• Mathematical Modeling of Option Pricing with an Extended Black-Scholes Framework
  4 Apr 2025 0 repositories listed
• On the Connection Between Diffusion Models and Molecular Dynamics
  4 Apr 2025 0 repositories listed
• REJEPA: A Novel Joint-Embedding Predictive Architecture for Efficient Remote Sensing Image Retrieval
  4 Apr 2025 0 repositories listed
• A Sensorimotor Vision Transformer
  3 Apr 2025 0 repositories listed
• Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data
  3 Apr 2025 0 repositories listed
• Analytical Discovery of Manifold with Machine Learning
  3 Apr 2025 0 repositories listed
• Improving Harmful Text Detection with Joint Retrieval and External Knowledge
  3 Apr 2025 0 repositories listed
• Integrating Identity-Based Identification against Adaptive Adversaries in Federated Learning
  3 Apr 2025 0 repositories listed
• Towards Assessing Deep Learning Test Input Generators
  3 Apr 2025 0 repositories listed
• 3D Gaussian Inverse Rendering with Approximated Global Illumination
  2 Apr 2025 0 repositories listed
• Accelerating IoV Intrusion Detection: Benchmarking GPU-Accelerated vs CPU-Based ML Libraries
  2 Apr 2025 0 repositories listed
• An Explainable Reconfiguration-Based Optimization Algorithm for Industrial and Reliability-Redundancy Allocation Problems
  2 Apr 2025 0 repositories listed
• CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection
  2 Apr 2025 0 repositories listed
• FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning
  2 Apr 2025 0 repositories listed
• FlowMotion: Target-Predictive Conditional Flow Matching for Jitter-Reduced Text-Driven Human Motion Generation
  2 Apr 2025 0 repositories listed
• Is Temporal Prompting All We Need For Limited Labeled Action Recognition?
  2 Apr 2025 0 repositories listed
• LLMPi: Optimizing LLMs for High-Throughput on Raspberry Pi
  2 Apr 2025 0 repositories listed
• Overcoming Vocabulary Constraints with Pixel-level Fallback
  2 Apr 2025 0 repositories listed
• Representing Flow Fields with Divergence-Free Kernels for Reconstruction
  2 Apr 2025 0 repositories listed
• Revisiting Funnel Transformers for Modern LLM Architectures with Comprehensive Ablations in Training and Inference Configurations
  2 Apr 2025 0 repositories listed
• SpikeSift: A Computationally Efficient and Drift-Resilient Spike Sorting Algorithm
  2 Apr 2025 0 repositories listed
• Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates
  2 Apr 2025 0 repositories listed
• ToolACE-R: Tool Learning with Adaptive Self-Refinement
  2 Apr 2025 0 repositories listed
• UniViTAR: Unified Vision Transformer with Native Resolution
  2 Apr 2025 0 repositories listed
• Benchmarking Federated Machine Unlearning methods for Tabular Data
  1 Apr 2025 0 repositories listed
• Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks
  1 Apr 2025 0 repositories listed
• Efficient n-body simulations using physics informed graph neural networks
  1 Apr 2025 0 repositories listed
• FedPaI: Achieving Extreme Sparsity in Federated Learning via Pruning at Initialization
  1 Apr 2025 0 repositories listed
• Learning-Based Approximate Nonlinear Model Predictive Control Motion Cueing
  1 Apr 2025 0 repositories listed
• MetaLoRA: Tensor-Enhanced Adaptive Low-Rank Fine-tuning
  1 Apr 2025 0 repositories listed
• SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching
  1 Apr 2025 0 repositories listed
• Adaptive Attention-Based Model for 5G Radio-based Outdoor Localization
  31 Mar 2025 0 repositories listed
• CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching
  31 Mar 2025 0 repositories listed Syntology 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) · 2 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Data-driven Power Loss Identification through Physics-Based Thermal Model Backpropagation
  31 Mar 2025 0 repositories listed
• Optimization of Layer Skipping and Frequency Scaling for Convolutional Neural Networks under Latency Constraint
  31 Mar 2025 0 repositories listed
• Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables
  31 Mar 2025 0 repositories listed
• SU-YOLO: Spiking Neural Network for Efficient Underwater Object Detection
  31 Mar 2025 0 repositories listed
• A Time Splitting Based Optimization Method for Nonlinear MHE
  30 Mar 2025 0 repositories listed
• DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization
  30 Mar 2025 0 repositories listed
• Enhancing Physics-Informed Neural Networks with a Hybrid Parallel Kolmogorov-Arnold and MLP Architecture
  30 Mar 2025 0 repositories listed
• Exact Characterization of Aggregate Flexibility via Generalized Polymatroids
  30 Mar 2025 0 repositories listed
• SpINR: Neural Volumetric Reconstruction for FMCW Radars
  30 Mar 2025 0 repositories listed
• AuditVotes: A Framework Towards More Deployable Certified Robustness for Graph Neural Networks
  29 Mar 2025 0 repositories listed
• Beyond Standard MoE: Mixture of Latent Experts for Resource-Efficient Language Models
  29 Mar 2025 0 repositories listed
• Unsupervised Learning: Comparative Analysis of Clustering Techniques on High-Dimensional Data
  29 Mar 2025 0 repositories listed
• A Deep Learning Framework for Boundary-Aware Semantic Segmentation
  28 Mar 2025 0 repositories listed
• Audio-Plane: Audio Factorization Plane Gaussian Splatting for Real-Time Talking Head Synthesis
  28 Mar 2025 0 repositories listed
• Efficient Building Roof Type Classification: A Domain-Specific Self-Supervised Approach
  28 Mar 2025 0 repositories listed
• GmNet: Revisiting Gating Mechanisms From A Frequency View
  28 Mar 2025 0 repositories listed
• Hybrid Time-Domain Behavior Model Based on Neural Differential Equations and RNNs
  28 Mar 2025 0 repositories listed
• Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization
  28 Mar 2025 0 repositories listed
• Next-Best-Trajectory Planning of Robot Manipulators for Effective Observation and Exploration
  28 Mar 2025 0 repositories listed
• Resona: Improving Context Copying in Linear Recurrence Models with Retrieval
  28 Mar 2025 0 repositories listed
• Generalizable Implicit Neural Representations via Parameterized Latent Dynamics for Baroclinic Ocean Forecasting
  27 Mar 2025 0 repositories listed
• Purifying Approximate Differential Privacy with Randomized Post-processing
  27 Mar 2025 0 repositories listed
• Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration
  27 Mar 2025 0 repositories listed
• Stochastic Engrams for Efficient Continual Learning with Binarized Neural Networks
  27 Mar 2025 0 repositories listed
• ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks
  26 Mar 2025 0 repositories listed
• Cross-Modal State-Space Graph Reasoning for Structured Summarization
  26 Mar 2025 0 repositories listed
• Model-free Vehicle Rollover Prevention: A Data-driven Predictive Control Approach
  26 Mar 2025 0 repositories listed
• Optimal Scaling Laws for Efficiency Gains in a Theoretical Transformer-Augmented Sectional MoE Framework
  26 Mar 2025 0 repositories listed
• Problem-Structure-Informed Quantum Approximate Optimization Algorithm for Large-Scale Unit Commitment with Limited Qubits
  26 Mar 2025 0 repositories listed
• ReverBERT: A State Space Model for Efficient Text-Driven Speech Style Transfer
  26 Mar 2025 0 repositories listed
• Two for the Price of One: Integrating Large Language Models to Learn Biophysical Interactions
  26 Mar 2025 0 repositories listed
• Burst Image Super-Resolution with Mamba
  25 Mar 2025 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.