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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 101–150 of 380 papers

TitleStatusHype
RoomDiffusion: A Specialized Diffusion Model in the Interior Design Industry—0
UDD: Dataset Distillation via Mining Underutilized Regions—0
Super-Resolution works for coastal simulations—0
Adaptive Variational Continual Learning via Task-Heuristic Modelling—0
Reinforcement Learning without Human Feedback for Last Mile Fine-Tuning of Large Language Models—0
Subgroup Analysis via Model-based Rule Forest—0
TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines—0
Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data—0
NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models—0
Meta-Learning Empowered Meta-Face: Personalized Speaking Style Adaptation for Audio-Driven 3D Talking Face Animation—0
FedKBP: Federated dose prediction framework for knowledge-based planning in radiation therapy—0
Optimizing Cox Models with Stochastic Gradient Descent: Theoretical Foundations and Practical Guidances—0
ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting ClassificationCode0
Interpreting artificial neural networks to detect genome-wide association signals for complex traitsCode0
Superior Scoring Rules for Probabilistic Evaluation of Single-Label Multi-Class Classification TasksCode1
Close the Sim2real Gap via Physically-based Structured Light Synthetic Data Simulation—0
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
Benchmarking Deep Learning Models on NVIDIA Jetson Nano for Real-Time Systems: An Empirical InvestigationCode0
TRAWL: Tensor Reduced and Approximated Weights for Large Language ModelsCode0
Enhancing supply chain security with automated machine learning—0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint ShrinkingCode1
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and ReasoningCode1
Flextron: Many-in-One Flexible Large Language Model—0
Learning Physical Simulation with Message Passing Transformer—0
On the Limitations of Fractal Dimension as a Measure of GeneralizationCode0
Flexible and Efficient Surrogate Gradient Modeling with Forward Gradient Injection—0
Diverse Teacher-Students for Deep Safe Semi-Supervised Learning under Class MismatchCode0
SIAVC: Semi-Supervised Framework for Industrial Accident Video ClassificationCode0
Enhancing Medical Imaging with GANs Synthesizing Realistic Images from Limited Data—0
DEMO: A Statistical Perspective for Efficient Image-Text Matching—0
Double Correction Framework for Denoising RecommendationCode0
Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese UnderstandingCode7
AquaIntellect: A Semantic Self-learning Framework for Underwater Internet of Things Connectivity—0
Automating Code Adaptation for MLOps -- A Benchmarking Study on LLMs—0
MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CTCode2
NeRF-Guided Unsupervised Learning of RGB-D Registration—0
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications—0
Proteus: Preserving Model Confidentiality during Graph OptimizationsCode0
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models—0
FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and DiscriminationCode1
Edge-Efficient Deep Learning Models for Automatic Modulation Classification: A Performance Analysis—0
Forecasting the Future with Future Technologies: Advancements in Large Meteorological Models—0
Urban Architect: Steerable 3D Urban Scene Generation with Layout PriorCode2
GLCM-Based Feature Combination for Extraction Model Optimization in Object Detection Using Machine Learning—0
Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble MannerCode0
Diffusion Deepfake—0
The LSCD Benchmark: a Testbed for Diachronic Word Meaning Tasks—0
Boosting Diffusion Models with Moving Average Sampling in Frequency Domain—0
AD-NEv++ : The multi-architecture neuroevolution-based multivariate anomaly detection framework—0
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