🧠 Deep Learning - jyunzhang · Scour

Hybridizing Equilibrium Propagation with Ising Machines for Efficient Energy-Based Learning

📈Optimization Academic

Applying Deep Learning for cockpit segmentation in the context of mixed reality

🤖Machine Learning Academic

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data

🔥PyTorch Academic

Fourier fractal dimension to predict the generalization of deep neural networks

📈Optimization Academic

AIS-Based Vessel Trajectory Prediction Using Memory-Augmented Neural Networks

🤖Machine Learning Academic

AttentionCap: Transformer Based Capacitance Matrix Learning Toward Full-Chip Extraction

🤖Machine Learning Academic

Crop Recommendation and Agricultural Query Answering System Using Spatio-Temporal Graph Neural Networks and Hybrid Retrieval Augmentation

🤖Machine Learning Academic

Deep Learning-assisted AMD Staging based on OCT and OCT Angiography

🤖Machine Learning Academic

Gradient descent at the Edge of Stability: free energy model and kinetic description of the two-layer network

📈Optimization Academic

HalfNet: Randomized Neural Networks with Learned Subspace Geometry

🔍Vector Databases Academic

Multilingual Detection of Alzheimer's Disease from Speech: A Cross-Linguistic Transfer Learning Approach

🤖Machine Learning Academic

DBHN-Net: Dual-Branch Hybrid Neural Network For Low-Complexity Monaural Speech Enhancement

📈Optimization Academic

Demystifying NVSHMEM: A System-Level Analysis on Symmetric Memory and Device-Initiated Operations in GPU Communication

🤖Machine Learning Academic

Quantifying Uncertainty In Wide Two-Layer Neural Networks: On The Law Of The Limiting Fluctuation Process

📈Optimization Academic

Testing Neural Networks via Bayesian-Guided Exploration of Decision Landscapes

🤖Machine Learning Academic

Formal Concept Lattices are Good Semantic Scaffolds for Concept-Based Learning

🤖Machine Learning Academic

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