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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 126–150 of 380 papers

TitleStatusHype
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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