SOTAVerified

Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 151–200 of 380 papers

TitleStatusHype
Few-shot Object LocalizationCode1
Monkeypox disease recognition model based on improved SE-InceptionV3Code0
Self-Supervised Learning for Time Series: Contrastive or Generative?Code1
ProMoAI: Process Modeling with Generative AI—0
Flattening Singular Values of Factorized Convolution for Medical Images—0
Embedded Multi-label Feature Selection via Orthogonal Regression—0
Ads Recommendation in a Collapsed and Entangled WorldCode1
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
FourCastNeXt: Optimizing FourCastNet Training for Limited ComputeCode1
Self Supervised Vision for Climate DownscalingCode0
Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process—0
Plug-in Diffusion Model for Sequential RecommendationCode1
Improved Self-Training for Test-Time AdaptationCode0
Long-Tail Class Incremental Learning via Independent Sub-prototype Construction—0
Particle-Based Shape Modeling for Arbitrary Regions-of-Interest—0
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation—0
Towards Fair Graph Federated Learning via Incentive MechanismsCode1
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
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary ConstraintsCode2
VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt LearningCode1
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
Reward Model Ensembles Help Mitigate OveroptimizationCode1
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
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding StatisticsCode1
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated LearningCode1
Quantifying Overfitting: Introducing the Overfitting Index—0
Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image ClassificationCode1
Exploring Annotation-free Image Captioning with Retrieval-augmented Pseudo Sentence GenerationCode0
One-Nearest Neighborhood Guides Inlier Estimation for Unsupervised Point Cloud Registration—0
Improved Distribution Matching for Dataset CondensationCode1
Mixed Integer Programming for Time-Optimal Multi-Robot Coverage Path Planning with Efficient HeuristicsCode1
MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language ModelsCode2
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
Knowledge-refined Denoising Network for Robust RecommendationCode1
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