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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 201–250 of 380 papers

TitleStatusHype
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
Monkeypox disease recognition model based on improved SE-InceptionV3Code0
ProMoAI: Process Modeling with Generative AI—0
Embedded Multi-label Feature Selection via Orthogonal Regression—0
Flattening Singular Values of Factorized Convolution for Medical Images—0
Optimizing Language Models for Human Preferences is a Causal Inference Problem—0
MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation—0
Adaptive Global-Local Representation Learning and Selection for Cross-Domain Facial Expression RecognitionCode0
Dynamic Q&A of Clinical Documents with Large Language Models—0
Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset—0
Self Supervised Vision for Climate DownscalingCode0
Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process—0
Long-Tail Class Incremental Learning via Independent Sub-prototype Construction—0
Improved Self-Training for Test-Time AdaptationCode0
Particle-Based Shape Modeling for Arbitrary Regions-of-Interest—0
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation—0
Object-aware Adaptive-Positivity Learning for Audio-Visual Question AnsweringCode0
Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction—0
LabelCraft: Empowering Short Video Recommendations with Automated Label CraftingCode0
Vision-language Assisted Attribute Learning—0
PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language ModelsCode0
GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy—0
Explicit Foundation Model Optimization with Self-Attentive Feed-Forward Neural Units—0
LLMRec: Large Language Models with Graph Augmentation for RecommendationCode0
Transformers are Provably Optimal In-context Estimators for Wireless CommunicationsCode0
Defect Analysis of 3D Printed Cylinder Object Using Transfer Learning Approaches—0
Graph Regularized and Feature Aware Matrix Factorization for Robust Incomplete Multi-view Clustering—0
A Machine Learning-oriented Survey on Tiny Machine Learning—0
Global Neural Networks and The Data Scaling Effect in Financial Time Series ForecastingCode0
Quantifying Overfitting: Introducing the Overfitting Index—0
Exploring Annotation-free Image Captioning with Retrieval-augmented Pseudo Sentence GenerationCode0
One-Nearest Neighborhood Guides Inlier Estimation for Unsupervised Point Cloud Registration—0
Exploring Robustness of Image Recognition Models on Hardware AcceleratorsCode0
AD-NEV: A Scalable Multi-level Neuroevolution Framework for Multivariate Anomaly Detection—0
Redundancy and Concept Analysis for Code-trained Language Models—0
Making Models Shallow Again: Jointly Learning to Reduce Non-Linearity and Depth for Latency-Efficient Private Inference—0
AI-coherent data-driven forecasting model for a combined cycle power plantCode0
Transfer-Once-For-All: AI Model Optimization for Edge—0
Energy-efficient Task Adaptation for NLP Edge Inference Leveraging Heterogeneous Memory Architectures—0
Multi-modal reward for visual relationships-based image captioning—0
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous DataCode0
Optimization Design for Federated Learning in Heterogeneous 6G Networks—0
R2 Loss: Range Restriction Loss for Model Compression and Quantization—0
MOISST: Multimodal Optimization of Implicit Scene for SpatioTemporal calibration—0
DISCO: Distributed Inference with Sparse Communications—0
Online Arbitrary Shaped Clustering through Correlated Gaussian FunctionsCode0
Confidence-based Reliable Learning under Dual Noises—0
Multimodal Recommender Systems: A SurveyCode0
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