Geometric Nets: Unleashing the Power of Shape in AI by Arvind Sundararajan
🌀Differential Geometry
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Neural active manifolds: nonlinear dimensionality reduction for uncertainty quantification
arxiv.org·18h
🧠Machine Learning
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Unlocking Neural Network Secrets: The Geometric Awakening by Arvind Sundararajan
🌀Differential Geometry
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Developing a Multi-task Ensemble Geometric Deep Network for Supply Chain Sustainability and Risk Management
arxiv.org·18h
🌀Differential Geometry
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Curly Flow Matching for Learning Non-gradient Field Dynamics
arxiv.org·18h
🌀Hyperbolic Geometry
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SAMRI: Segment Anything Model for MRI
arxiv.org·18h
📐Information Geometry
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Wasserstein Regression as a Variational Approximation of Probabilistic Trajectories through the Bernstein Basis
arxiv.org·18h
🌀Differential Geometry
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Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry
arxiv.org·4d
🌀Differential Geometry
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Clone Deterministic 3D Worlds with Geometrically-Regularized World Models
arxiv.org·18h
🌀Differential Geometry
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New Dataset PerSense-D Enables Model-Agnostic Dense Object Segmentation
hackernoon.com·3d
📊Learned Metrics
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Leveraging Large-Scale Face Datasets for Deep Periocular Recognition via Ocular Cropping
arxiv.org·18h
🤖Advanced OCR
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All You Need for Object Detection: From Pixels, Points, and Prompts to Next-Gen Fusion and Multimodal LLMs/VLMs in Autonomous Vehicles
arxiv.org·18h
🤖Advanced OCR
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Contribution-Guided Asymmetric Learning for Robust Multimodal Fusion under Imbalance and Noise
arxiv.org·18h
📊Rate-Distortion Theory
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A mathematical certification for positivity conditions in Neural Networks with applications to partial monotonicity and Trustworthy AI
arxiv.org·18h
🧠Machine Learning
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Fourier Neural Operators for Two-Phase, 2D Mold-Filling Problems Related to Metal Casting
arxiv.org·1d
🧠Machine Learning
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Automated Knowledge Distillation for Enhanced Heterogeneous Sensor Fusion in Autonomous Navigation
🌀Differential Geometry
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Decoding non-invasive brain activity with novel deep-learning approaches
arxiv.org·1d
🧠Neural Codecs
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Hierarchical Physics-Embedded Learning for Spatiotemporal Dynamical Systems
arxiv.org·1d
✨Effect Handlers
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