Browse State-of-the-Art › Model Optimization › Papers, page 3

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 3 of 4: papers 201 to 300 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.

• Acoustic Model Optimization over Multiple Data Sources: Merging and Valuation
  21 Oct 2024 0 repositories listed
• Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications
  21 Oct 2024 0 repositories listed
• Cutting-Edge Detection of Fatigue in Drivers: A Comparative Study of Object Detection Models
  19 Oct 2024 0 repositories listed
• Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization
  19 Oct 2024 0 repositories listed
• Transducer Consistency Regularization for Speech to Text Applications
  9 Oct 2024 0 repositories listed
• Suicide Phenotyping from Clinical Notes in Safety-Net Psychiatric Hospital Using Multi-Label Classification with Pre-Trained Language Models
  27 Sep 2024 0 repositories listed
• AutoSTF: Decoupled Neural Architecture Search for Cost-Effective Automated Spatio-Temporal Forecasting
  25 Sep 2024 0 repositories listed
• DAP-LED: Learning Degradation-Aware Priors with CLIP for Joint Low-light Enhancement and Deblurring
  20 Sep 2024 0 repositories listed
• Few-Shot Class-Incremental Learning with Non-IID Decentralized Data
  18 Sep 2024 0 repositories listed
• RoomDiffusion: A Specialized Diffusion Model in the Interior Design Industry
  5 Sep 2024 0 repositories listed
• Adaptive Variational Continual Learning via Task-Heuristic Modelling
  29 Aug 2024 0 repositories listed
• Reinforcement Learning without Human Feedback for Last Mile Fine-Tuning of Large Language Models
  29 Aug 2024 0 repositories listed
• Super-Resolution works for coastal simulations
  29 Aug 2024 0 repositories listed
• UDD: Dataset Distillation via Mining Underutilized Regions
  29 Aug 2024 0 repositories listed
• Subgroup Analysis via Model-based Rule Forest
  27 Aug 2024 0 repositories listed
• Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data
  26 Aug 2024 0 repositories listed
• TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines
  26 Aug 2024 0 repositories listed
• Meta-Learning Empowered Meta-Face: Personalized Speaking Style Adaptation for Audio-Driven 3D Talking Face Animation
  18 Aug 2024 0 repositories listed
• NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models
  18 Aug 2024 0 repositories listed
• FedKBP: Federated dose prediction framework for knowledge-based planning in radiation therapy
  17 Aug 2024 0 repositories listed
• Optimizing Cox Models with Stochastic Gradient Descent: Theoretical Foundations and Practical Guidances
  5 Aug 2024 0 repositories listed
• Close the Sim2real Gap via Physically-based Structured Light Synthetic Data Simulation
  17 Jul 2024 0 repositories listed
• Enhancing supply chain security with automated machine learning
  19 Jun 2024 0 repositories listed
• Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching
  19 Jun 2024 0 repositories listed
• Flextron: Many-in-One Flexible Large Language Model
  11 Jun 2024 0 repositories listed
• Learning Physical Simulation with Message Passing Transformer
  10 Jun 2024 0 repositories listed
• Flexible and Efficient Surrogate Gradient Modeling with Forward Gradient Injection
  31 May 2024 0 repositories listed
• Enhancing Medical Imaging with GANs Synthesizing Realistic Images from Limited Data
  22 May 2024 0 repositories listed
• DEMO: A Statistical Perspective for Efficient Image-Text Matching
  19 May 2024 0 repositories listed
• AquaIntellect: A Semantic Self-learning Framework for Underwater Internet of Things Connectivity
  12 May 2024 0 repositories listed
• Automating Code Adaptation for MLOps -- A Benchmarking Study on LLMs
  10 May 2024 0 repositories listed
• NeRF-Guided Unsupervised Learning of RGB-D Registration
  1 May 2024 0 repositories listed
• Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications
  21 Apr 2024 0 repositories listed
• TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models
  15 Apr 2024 0 repositories listed
• Edge-Efficient Deep Learning Models for Automatic Modulation Classification: A Performance Analysis
  11 Apr 2024 0 repositories listed
• Forecasting the Future with Future Technologies: Advancements in Large Meteorological Models
  10 Apr 2024 0 repositories listed
• GLCM-Based Feature Combination for Extraction Model Optimization in Object Detection Using Machine Learning
  6 Apr 2024 0 repositories listed
• Diffusion Deepfake
  2 Apr 2024 0 repositories listed
• The LSCD Benchmark: a Testbed for Diachronic Word Meaning Tasks
  29 Mar 2024 0 repositories listed
• Boosting Diffusion Models with Moving Average Sampling in Frequency Domain
  26 Mar 2024 0 repositories listed
• AD-NEv++ : The multi-architecture neuroevolution-based multivariate anomaly detection framework
  25 Mar 2024 0 repositories listed
• ProMoAI: Process Modeling with Generative AI
  7 Mar 2024 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Embedded Multi-label Feature Selection via Orthogonal Regression
  1 Mar 2024 0 repositories listed
• Flattening Singular Values of Factorized Convolution for Medical Images
  1 Mar 2024 0 repositories listed
• Optimizing Language Models for Human Preferences is a Causal Inference Problem
  22 Feb 2024 0 repositories listed
• MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation
  22 Jan 2024 0 repositories listed
• Dynamic Q&A of Clinical Documents with Large Language Models
  19 Jan 2024 0 repositories listed
• Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset
  18 Jan 2024 0 repositories listed
• Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process
  6 Jan 2024 0 repositories listed
• Long-Tail Class Incremental Learning via Independent Sub-prototype Construction
  1 Jan 2024 0 repositories listed
• Particle-Based Shape Modeling for Arbitrary Regions-of-Interest
  29 Dec 2023 0 repositories listed
• Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation
  27 Dec 2023 0 repositories listed
• Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction
  19 Dec 2023 0 repositories listed
• Vision-language Assisted Attribute Learning
  12 Dec 2023 0 repositories listed
• GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy
  14 Nov 2023 0 repositories listed
• Explicit Foundation Model Optimization with Self-Attentive Feed-Forward Neural Units
  13 Nov 2023 0 repositories listed
• Defect Analysis of 3D Printed Cylinder Object Using Transfer Learning Approaches
  12 Oct 2023 0 repositories listed
• Graph Regularized and Feature Aware Matrix Factorization for Robust Incomplete Multi-view Clustering
  22 Sep 2023 0 repositories listed
• A Machine Learning-oriented Survey on Tiny Machine Learning
  21 Sep 2023 0 repositories listed
• Quantifying Overfitting: Introducing the Overfitting Index
  16 Aug 2023 0 repositories listed
• One-Nearest Neighborhood Guides Inlier Estimation for Unsupervised Point Cloud Registration
  26 Jul 2023 0 repositories listed
• AD-NEV: A Scalable Multi-level Neuroevolution Framework for Multivariate Anomaly Detection
  25 May 2023 0 repositories listed
• Redundancy and Concept Analysis for Code-trained Language Models
  1 May 2023 0 repositories listed
• Making Models Shallow Again: Jointly Learning to Reduce Non-Linearity and Depth for Latency-Efficient Private Inference
  26 Apr 2023 0 repositories listed
• Transfer-Once-For-All: AI Model Optimization for Edge
  27 Mar 2023 0 repositories listed
• Energy-efficient Task Adaptation for NLP Edge Inference Leveraging Heterogeneous Memory Architectures
  25 Mar 2023 0 repositories listed
• Multi-modal reward for visual relationships-based image captioning
  19 Mar 2023 0 repositories listed
• Optimization Design for Federated Learning in Heterogeneous 6G Networks
  15 Mar 2023 0 repositories listed
• R2 Loss: Range Restriction Loss for Model Compression and Quantization
  14 Mar 2023 0 repositories listed
• MOISST: Multimodal Optimization of Implicit Scene for SpatioTemporal calibration
  6 Mar 2023 0 repositories listed
• DISCO: Distributed Inference with Sparse Communications
  22 Feb 2023 0 repositories listed
• Confidence-based Reliable Learning under Dual Noises
  10 Feb 2023 0 repositories listed
• Curriculum Graph Machine Learning: A Survey
  6 Feb 2023 0 repositories listed
• Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning
  6 Feb 2023 0 repositories listed
• Gradient Estimation for Unseen Domain Risk Minimization with Pre-Trained Models
  3 Feb 2023 0 repositories listed
• Validation of machine learning based scenario generators
  30 Jan 2023 0 repositories listed
• ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning
  28 Jan 2023 0 repositories listed
• Multi-scale multi-modal micro-expression recognition algorithm based on transformer
  8 Jan 2023 0 repositories listed
• On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer
  1 Jan 2023 0 repositories listed
• Exploring the Optimized Value of Each Hyperparameter in Various Gradient Descent Algorithms
  23 Dec 2022 0 repositories listed
• Multi-Scales Data Augmentation Approach In Natural Language Inference For Artifacts Mitigation And Pre-Trained Model Optimization
  16 Dec 2022 0 repositories listed
• CbwLoss: Constrained Bidirectional Weighted Loss for Self-supervised Learning of Depth and Pose
  12 Dec 2022 0 repositories listed
• A Node-collaboration-informed Graph Convolutional Network for Precise Representation to Undirected Weighted Graphs
  30 Nov 2022 0 repositories listed
• Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening
  9 Nov 2022 0 repositories listed
• On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey
  6 Nov 2022 0 repositories listed
• Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective
  31 Oct 2022 0 repositories listed
• A New Perspective for Understanding Generalization Gap of Deep Neural Networks Trained with Large Batch Sizes
  21 Oct 2022 0 repositories listed
• Data-Augmented Counterfactual Learning for Bundle Recommendation
  19 Oct 2022 0 repositories listed
• Floorplan-Aware Camera Poses Refinement
  10 Oct 2022 0 repositories listed
• A deep learning network with differentiable dynamic programming for retina OCT surface segmentation
  8 Oct 2022 0 repositories listed
• Invariant Aggregator for Defending against Federated Backdoor Attacks
  4 Oct 2022 0 repositories listed
• Grouped Adaptive Loss Weighting for Person Search
  23 Sep 2022 0 repositories listed
• Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution
  1 Sep 2022 0 repositories listed
• Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata
  31 Aug 2022 0 repositories listed
• Tensor Decomposition based Personalized Federated Learning
  27 Aug 2022 0 repositories listed
• Automatic reorientation by deep learning to generate short axis SPECT myocardial perfusion images
  7 Aug 2022 0 repositories listed
• Extraction of Vascular Wall in Carotid Ultrasound via a Novel Boundary-Delineation Network
  28 Jul 2022 0 repositories listed
• QSAN: A Near-term Achievable Quantum Self-Attention Network
  14 Jul 2022 0 repositories listed
• An Embedding-Dynamic Approach to Self-supervised Learning
  7 Jul 2022 0 repositories listed
• Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation
  2 Jul 2022 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.