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Parameter Prediction

Papers

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Showing 1–50 of 51 papers

TitleStatusHype
OmniESI: A unified framework for enzyme-substrate interaction prediction with progressive conditional deep learningCode1
Adam assisted Fully informed Particle Swarm Optimzation ( Adam-FIPSO ) based Parameter Prediction for the Quantum Approximate Optimization Algorithm (QAOA)—0
Synthesis of discrete-continuous quantum circuits with multimodal diffusion modelsCode2
Machine Learning Models for Soil Parameter Prediction Based on Satellite, Weather, Clay and Yield DataCode1
Artificial Intelligence in Reactor Physics: Current Status and Future Prospects—0
BCDDM: Branch-Corrected Denoising Diffusion Model for Black Hole Image Generation—0
Deep-BrownConrady: Prediction of Camera Calibration and Distortion Parameters Using Deep Learning and Synthetic Data—0
Machine Learning-Enabled Multidimensional Data Utilization Through Multi-Resonance Architecture: A Pathway to Enhanced Accuracy in Biosensing—0
Deep learning and whole-brain networks for biomarker discovery: modeling the dynamics of brain fluctuations in resting-state and cognitive tasksCode0
Multi-QuAD: Multi-Level Quality-Adaptive Dynamic Network for Reliable Multimodal Classification—0
Locate n' Rotate: Two-stage Openable Part Detection with Foundation Model PriorsCode0
Stellar parameter prediction and spectral simulation using machine learning—0
Towards Precision in Bolted Joint Design: A Preliminary Machine Learning-Based Parameter Prediction—0
PreF3R: Pose-Free Feed-Forward 3D Gaussian Splatting from Variable-length Image Sequence—0
Novel View Acoustic Parameter Estimation—0
Accelerating Learned Video Compression via Low-Resolution Representation Learning—0
Brain-Inspired Spike Echo State Network Dynamics for Aero-Engine Intelligent Fault Prediction—0
Optimal Kernel Tuning Parameter Prediction using Deep Sequence Models—0
Graph Learning for Parameter Prediction of Quantum Approximate Optimization Algorithm—0
Minimally Supervised Learning using Topological Projections in Self-Organizing Maps—0
TaskBench: Benchmarking Large Language Models for Task AutomationCode6
Enhancing Deep Neural Network Training Efficiency and Performance through Linear Prediction—0
Controlling Geometric Abstraction and Texture for Artistic ImagesCode1
DyPP: Dynamic Parameter Prediction to Accelerate Convergence of Variational Quantum Algorithms—0
Forest Parameter Prediction by Multiobjective Deep Learning of Regression Models Trained with Pseudo-Target ImputationCode0
ParamNet: A Dynamic Parameter Network for Fast Multi-to-One Stain NormalizationCode0
Breaking the Architecture Barrier: A Method for Efficient Knowledge Transfer Across Networks—0
GHN-Q: Parameter Prediction for Unseen Quantized Convolutional Architectures via Graph Hypernetworks—0
Quality-Constant Per-Shot Encoding by Two-Pass Learning-based Rate Factor Prediction—0
Estimating relative diffusion from 3D micro-CT images using CNNsCode1
WISE: Whitebox Image Stylization by Example-based LearningCode1
Towards deep learning-powered IVF: A large public benchmark for morphokinetic parameter prediction—0
Evaluating and predicting the Efficiency Index for Stereotactic Radiosurgery Plans using RapidMiner GO(JAVA) Based Artificial Intelligence Algorithms—0
Parameter Prediction for Unseen Deep ArchitecturesCode0
Optimal Operation of a Hydrogen-based Building Multi-Energy System Based on Deep Reinforcement Learning—0
Learning System Parameters from Turing Patterns—0
Learning an Explicit Hyperparameter Prediction Function Conditioned on TasksCode0
QPP: Real-Time Quantization Parameter Prediction for Deep Neural Networks—0
Global Feature Aggregation for Accident Anticipation—0
A multivariate water quality parameter prediction model using recurrent neural network—0
Decision Trees for Decision-Making under the Predict-then-Optimize FrameworkCode1
MER-SDN: Machine Learning Framework for Traffic Aware Energy Efficient Routing in SDN—0
A Hybrid Approach with Optimization and Metric-based Meta-Learner for Few-Shot Learning—0
An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction—0
A Learning-Based Framework for Two-Dimensional Vehicle Maneuver Prediction over V2V Networks—0
EMPHASIS: An Emotional Phoneme-based Acoustic Model for Speech Synthesis System—0
Visual Reference Resolution using Attention Memory for Visual Dialog—0
A Structured Approach to Predicting Image Enhancement Parameters—0
Diet Networks: Thin Parameters for Fat GenomicsCode0
Image Question Answering using Convolutional Neural Network with Dynamic Parameter PredictionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GHN-2Classification Accuracy (BN-free)36.8—Unverified