SOTAVerified

Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 101–150 of 380 papers

TitleStatusHype
Diverse Teacher-Students for Deep Safe Semi-Supervised Learning under Class MismatchCode0
A Deep Reinforcement Learning Framework for Dynamic Portfolio Optimization: Evidence from China's Stock MarketCode0
Proteus: Preserving Model Confidentiality during Graph OptimizationsCode0
Victoria Amazonica Optimization (VAO): An Algorithm Inspired by the Giant Water Lily PlantCode0
BatchQuant: Quantized-for-all Architecture Search with Robust QuantizerCode0
Online Arbitrary Shaped Clustering through Correlated Gaussian FunctionsCode0
Device-friendly Guava fruit and leaf disease detection using deep learningCode0
Object-aware Adaptive-Positivity Learning for Audio-Visual Question AnsweringCode0
Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge DevicesCode0
Effortless Active Labeling for Long-Term Test-Time AdaptationCode0
AI-coherent data-driven forecasting model for a combined cycle power plantCode0
Exploring Robustness of Image Recognition Models on Hardware AcceleratorsCode0
On the Limitations of Fractal Dimension as a Measure of GeneralizationCode0
Dependency or Span, End-to-End Uniform Semantic Role LabelingCode0
AutoScale: Learning to Scale for Crowd Counting and LocalizationCode0
AGGLIO: Global Optimization for Locally Convex FunctionsCode0
MUSO: Achieving Exact Machine Unlearning in Over-Parameterized RegimesCode0
Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle QuantificationCode0
Global Neural Networks and The Data Scaling Effect in Financial Time Series ForecastingCode0
Multimodal Recommender Systems: A SurveyCode0
Adaptive Global-Local Representation Learning and Selection for Cross-Domain Facial Expression RecognitionCode0
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic SegmentationCode0
MUST: Multi-Scale Structural-Temporal Link Prediction Model for UAV Ad Hoc NetworksCode0
OpenDPDv2: A Unified Learning and Optimization Framework for Neural Network Digital PredistortionCode0
Model Optimization in Imbalanced RegressionCode0
A Fast Fully Octave Convolutional Neural Network for Document Image SegmentationCode0
Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain GeneralizationCode0
LLMRec: Large Language Models with Graph Augmentation for RecommendationCode0
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action SegmentationCode0
Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential EquationsCode0
Iterative Surrogate Model Optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networksCode0
LabelCraft: Empowering Short Video Recommendations with Automated Label CraftingCode0
Monkeypox disease recognition model based on improved SE-InceptionV3Code0
Improved Self-Training for Test-Time AdaptationCode0
Hateful Meme Detection through Context-Sensitive Prompting and Fine-Grained LabelingCode0
Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffeCode0
Improving Adversarial Robustness with Self-Paced Hard-Class Pair ReweightingCode0
FedRef: Communication-Efficient Bayesian Fine Tuning with Reference ModelCode0
A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and DirectionsCode0
Cough-E: A multimodal, privacy-preserving cough detection algorithm for the edgeCode0
Group Relative Policy Optimization for Image CaptioningCode0
GFRIEND: Generative Few-shot Reward Inference through EfficieNt DPOCode0
Gate-Variants of Gated Recurrent Unit (GRU) Neural NetworksCode0
ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting ClassificationCode0
Generating Synthetic Data with Locally Estimated Distributions for Disclosure ControlCode0
From Rankings to Insights: Evaluation Should Shift Focus from Leaderboard to FeedbackCode0
Exploring Annotation-free Image Captioning with Retrieval-augmented Pseudo Sentence GenerationCode0
A Physical Coherence Benchmark for Evaluating Video Generation Models via Optical Flow-guided Frame PredictionCode0
ManiNeg: Manifestation-guided Multimodal Pretraining for Mammography ClassificationCode0
G^2D: Boosting Multimodal Learning with Gradient-Guided DistillationCode0
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