Multi-Modal Fusion of In-Situ Video Data and Process Parameters for Online Forecasting of Cookie Drying Readiness

arXiv:2504.15599 · cs.CV, cs.LG · Submitted 2025-04-22 · Read on arXiv

cs.CV, cs.LG

Submitted: 2025-04-22

Updated: 2025-04-22

Terminology

• Accuracy — 24× in this paper · explained in 1 episode
• Robustness — 9× in this paper · explained in 5 episodes
• Transformer — 9× in this paper · explained in 2 episodes
• Data Fusion — 6× in this paper · explained in 3 episodes
• Ablation — 5× in this paper · explained in 1 episode
• Ablation study — 5× in this paper · explained in 1 episode
• Generalizability — 5× in this paper · explained in 6 episodes
• Feature Extraction — 4× in this paper · explained in 2 episodes
• Consistency — 3× in this paper · explained in 3 episodes
• Embeddings — 3× in this paper · explained in 2 episodes
• Structural Integrity — 3× in this paper · explained in 3 episodes
• Energy Efficiency — 2× in this paper · explained in 3 episodes
• Generalization — 2× in this paper · explained in 13 episodes
• Mean Absolute Error — 2× in this paper
• Activation Function — 1× in this paper · explained in 1 episode
• Adam — 1× in this paper · explained in 2 episodes
• Attention Mechanism — 1× in this paper · explained in 3 episodes
• Calibration — 1× in this paper · explained in 7 episodes
• Feature Selection — 1× in this paper · explained in 4 episodes
• Few-Shot Learning — 1× in this paper · explained in 4 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Meta-learning — 1× in this paper · explained in 2 episodes
• Multi-Recurrent Neural Network — 1× in this paper
• Predictive Modeling — 1× in this paper · explained in 2 episodes
• Regularization — 1× in this paper · explained in 3 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Segment Anything Model — 1× in this paper
• Segment Anything Model (SAM) — 1× in this paper · explained in 2 episodes
• Transfer Learning — 1× in this paper · explained in 10 episodes

Sources

• Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints
• Multi-Modal Data Fusion for Moisture Content Prediction in Apple Drying
• Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
• An Introduction to Convolutional Neural Networks

Related papers

• Loss Knows Best: Detecting Annotation Errors in Videos via Loss Trajectories
• AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
• Benchmarking the Robustness of Foundation Models for Mammography under Domain Shift
• MambaX-Net: Dual-Input Mamba-Enhanced Cross-Attention Network for Longitudinal MRI Segmentation
• TeleOCR: Navigating Document Parsing Across Digital and Camera-Captured Documents
• A Survey on Efficient Vision-Language-Action Models