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Model Optimization

Papers archive 2025-07-28

archive papers tagged: 380 · with a code link: 148 · where Syntology ran a sample: 35 (29 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (35 of 380 tagged: 29 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 2 of 4: papers 101 to 200 of 380, 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.

• Victoria Amazonica Optimization (VAO): An Algorithm Inspired by the Giant Water Lily Plant
  22 Jan 2023 1 repository listed
• Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge Devices
  18 Jan 2023 1 repository listed
• Adjustment and Alignment for Unbiased Open Set Domain Adaptation
  1 Jan 2023 1 repository listed
• T-SEA: Transfer-based Self-Ensemble Attack on Object Detection
  16 Nov 2022 1 repository listed Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting
  26 Oct 2022 1 repository listed
• Streaming Radiance Fields for 3D Video Synthesis
  26 Oct 2022 1 repository listed Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Controllable Style Transfer via Test-time Training of Implicit Neural Representation
  14 Oct 2022 1 repository listed
• AlphaFold Distillation for Protein Design
  5 Oct 2022 1 repository listed
• Generating Synthetic Data with Locally Estimated Distributions for Disclosure Control
  3 Oct 2022 1 repository listed
• Device-friendly Guava fruit and leaf disease detection using deep learning
  26 Sep 2022 1 repository listed
• PicT: A Slim Weakly Supervised Vision Transformer for Pavement Distress Classification
  21 Sep 2022 1 repository listed
• Neighborhood Collective Estimation for Noisy Label Identification and Correction
  5 Aug 2022 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Segment-level Metric Learning for Few-shot Bioacoustic Event Detection
  15 Jul 2022 1 repository listed
• Mix-Teaching: A Simple, Unified and Effective Semi-Supervised Learning Framework for Monocular 3D Object Detection
  10 Jul 2022 1 repository listed Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 3 pointer-only (licence)
• FL-Tuning: Layer Tuning for Feed-Forward Network in Transformer
  30 Jun 2022 1 repository listed
• A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement
  22 Jun 2022 1 repository listed
• Model Optimization in Imbalanced Regression
  20 Jun 2022 1 repository listed
• Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware
  20 Apr 2022 1 repository listed
• GRAND+: Scalable Graph Random Neural Networks
  12 Mar 2022 1 repository listed
• Reliable Inlier Evaluation for Unsupervised Point Cloud Registration
  23 Feb 2022 1 repository listed Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 2 pointer-only (licence)
• Anomalib: A Deep Learning Library for Anomaly Detection
  16 Feb 2022 1 repository listed
• RECOVER: sequential model optimization platform for combination drug repurposing identifies novel synergistic compounds in vitro
  7 Feb 2022 1 repository listed
• Intent Contrastive Learning for Sequential Recommendation
  5 Feb 2022 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 4 pointer-only (licence)
• CVNet: Contour Vibration Network for Building Extraction
  1 Jan 2022 1 repository listed
• Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal Learning
  1 Jan 2022 1 repository listed
• E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation
  14 Dec 2021 1 repository listed
• Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media
  1 Dec 2021 1 repository listed
• AGGLIO: Global Optimization for Locally Convex Functions
  6 Nov 2021 1 repository listed
• Self-Supervised Learning for MRI Reconstruction with a Parallel Network Training Framework
  26 Sep 2021 1 repository listed
• Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation
  8 Jun 2021 1 repository listed Syntology 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) · 3 unverified (of 4 harvested samples)
• Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential Equations
  2 Jun 2021 1 repository listed
• CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes
  23 May 2021 1 repository listed Syntology official (archive's flag): 3 ran · 3 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; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
• DEUP: Direct Epistemic Uncertainty Prediction
  16 Feb 2021 1 repository listed
• Few-Shot Graph Learning for Molecular Property Prediction
  16 Feb 2021 1 repository listed
• Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning
  12 Feb 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search
  9 Feb 2021 1 repository listed
• Multitask Learning for Emotion and Personality Detection
  7 Jan 2021 1 repository listed
• Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle Quantification
  24 Dec 2020 1 repository listed
• Rank Position Forecasting in Car Racing
  4 Oct 2020 1 repository listed
• A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation
  3 Apr 2020 1 repository listed
• ML4Chem: A Machine Learning Package for Chemistry and Materials Science
  2 Mar 2020 1 repository listed
• Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results
  16 Jan 2020 1 repository listed
• Variational Inference for Sparse Gaussian Process Modulated Hawkes Process
  25 May 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 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; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph
  25 Mar 2019 1 repository listed
• Dependency or Span, End-to-End Uniform Semantic Role Labeling
  16 Jan 2019 1 repository listed
• Differentiable Satisfiability and Differentiable Answer Set Programming for Sampling-Based Multi-Model Optimization
  31 Dec 2018 1 repository listed
• Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe
  4 May 2018 1 repository listed
• Gate-Variants of Gated Recurrent Unit (GRU) Neural Networks
  20 Jan 2017 1 repository listed
• Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings
  26 Jun 2025 0 repositories listed
• Enterprise Large Language Model Evaluation Benchmark
  25 Jun 2025 0 repositories listed
• Intelligent Operation and Maintenance and Prediction Model Optimization for Improving Wind Power Generation Efficiency
  19 Jun 2025 0 repositories listed
• A Survey on Vietnamese Document Analysis and Recognition: Challenges and Future Directions
  5 Jun 2025 0 repositories listed
• Multi-Modal Learning with Bayesian-Oriented Gradient Calibration
  29 May 2025 0 repositories listed
• Evaluating Large Language Model with Knowledge Oriented Language Specific Simple Question Answering
  22 May 2025 0 repositories listed
• MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets
  22 May 2025 0 repositories listed
• Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking
  20 May 2025 0 repositories listed
• Learning to Insert for Constructive Neural Vehicle Routing Solver
  20 May 2025 0 repositories listed Syntology 0 ran · 5 unverified (of 5 harvested samples)
• MSDformer: Multi-scale Discrete Transformer For Time Series Generation
  20 May 2025 0 repositories listed
• Combining Abstract Argumentation and Machine Learning for Efficiently Analyzing Low-Level Process Event Streams
  9 May 2025 0 repositories listed
• Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey
  3 May 2025 0 repositories listed
• D²MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving
  17 Apr 2025 0 repositories listed
• Unveiling Hidden Collaboration within Mixture-of-Experts in Large Language Models
  16 Apr 2025 0 repositories listed
• 2D-Curri-DPO: Two-Dimensional Curriculum Learning for Direct Preference Optimization
  10 Apr 2025 0 repositories listed
• MicroNAS: An Automated Framework for Developing a Fall Detection System
  10 Apr 2025 0 repositories listed
• LLM-Guided Evolution: An Autonomous Model Optimization for Object Detection
  3 Apr 2025 0 repositories listed
• Map Feature Perception Metric for Map Generation Quality Assessment and Loss Optimization
  30 Mar 2025 0 repositories listed
• Knowledge-guided machine learning for county-level corn yield prediction under drought
  20 Mar 2025 0 repositories listed
• HySurvPred: Multimodal Hyperbolic Embedding with Angle-Aware Hierarchical Contrastive Learning and Uncertainty Constraints for Survival Prediction
  18 Mar 2025 0 repositories listed
• ACT360: An Efficient 360-Degree Action Detection and Summarization Framework for Mission-Critical Training and Debriefing
  17 Mar 2025 0 repositories listed
• Differentiable Folding for Nearest Neighbor Model Optimization
  12 Mar 2025 0 repositories listed
• On Digital Optimization of Analog Self-Interference Cancellation for Full-Duplex Wireless Systems
  11 Mar 2025 0 repositories listed
• Robust Unsupervised Fault Diagnosis For High-Dimensional Nonlinear Noisy Data
  11 Mar 2025 0 repositories listed
• Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks
  5 Mar 2025 0 repositories listed Syntology 3 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; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Group Relative Policy Optimization for Image Captioning
  3 Mar 2025 0 repositories listed
• Advanced Deep Learning Techniques for Analyzing Earnings Call Transcripts: Methodologies and Applications
  27 Feb 2025 0 repositories listed
• Scaling LLM Pre-training with Vocabulary Curriculum
  25 Feb 2025 0 repositories listed
• Vertical Federated Continual Learning via Evolving Prototype Knowledge
  13 Feb 2025 0 repositories listed
• SycEval: Evaluating LLM Sycophancy
  12 Feb 2025 0 repositories listed
• SemiHMER: Semi-supervised Handwritten Mathematical Expression Recognition using pseudo-labels
  11 Feb 2025 0 repositories listed
• Trust-Aware Diversion for Data-Effective Distillation
  7 Feb 2025 0 repositories listed
• EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection
  28 Jan 2025 0 repositories listed
• MME-Industry: A Cross-Industry Multimodal Evaluation Benchmark
  28 Jan 2025 0 repositories listed
• Framework for Progressive Knowledge Fusion in Large Language Models Through Structured Conceptual Redundancy Analysis
  23 Jan 2025 0 repositories listed
• Consolidating TinyML Lifecycle with Large Language Models: Reality, Illusion, or Opportunity?
  20 Jan 2025 0 repositories listed
• Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach
  19 Jan 2025 0 repositories listed
• Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities
  11 Jan 2025 0 repositories listed
• Beyond Model Scale Limits: End-Edge-Cloud Federated Learning with Self-Rectified Knowledge Agglomeration
  1 Jan 2025 0 repositories listed
• Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks
  25 Dec 2024 0 repositories listed
• Data-Driven Fairness Generalization for Deepfake Detection
  21 Dec 2024 0 repositories listed
• Developing a Dataset-Adaptive, Normalized Metric for Machine Learning Model Assessment: Integrating Size, Complexity, and Class Imbalance
  10 Dec 2024 0 repositories listed
• Lossless Model Compression via Joint Low-Rank Factorization Optimization
  9 Dec 2024 0 repositories listed
• Behavior Backdoor for Deep Learning Models
  2 Dec 2024 0 repositories listed
• Towards Data-centric Machine Learning on Directed Graphs: a Survey
  28 Nov 2024 0 repositories listed
• Transforming the Hybrid Cloud for Emerging AI Workloads
  20 Nov 2024 0 repositories listed
• IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose
  19 Nov 2024 0 repositories listed
• RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively
  15 Nov 2024 0 repositories listed
• Enhancing Predictive Maintenance in Mining Mobile Machinery through a TinyML-enabled Hierarchical Inference Network
  11 Nov 2024 0 repositories listed
• AVSS: Layer Importance Evaluation in Large Language Models via Activation Variance-Sparsity Analysis
  4 Nov 2024 0 repositories listed
• Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
  29 Oct 2024 0 repositories listed
• TBBC: Predict True Bacteraemia in Blood Cultures via Deep Learning
  25 Oct 2024 0 repositories listed

Syntology lines on 12 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.