Neural Networks

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Forward-Only Convolutional Neural Networks with Learnable Channel-Class Assignment

 🔬Deep Learning  Content type: Academic
arxiv.org·

mingusb/transformer-golf: The Fully Unrolled Transformer: An experimental repository for architecture simplification and compilation. [2026]

 🧠Transformers  Content type: Code
github.com··Hacker News

Profiling in PyTorch (Part 2): From Nn.Linear to a Fused MLP

 🤖Machine Learning  Content type: Blog
huggingface.co··Hacker News

Siri AI at WWDC 2026

 🔥PyTorch

Database as a Graph for Relational Deep Learning

 🤖Machine Learning

Loss Landscape Diagnosis for Gradient-Based Gray-Scott System Inversion: Disentangling the Roles of PINN Components

 🔬Deep Learning  Content type: Academic
arxiv.org·

ml-from-scratch-book/code: Companion code for Machine Learning From Scratch — 10 core ML algorithms built from scratch with NumPy, compared with Scikit-learn and PyTorch.

 🤖Machine Learning  Content type: Code
github.com··Hacker News

Neural-Parameterized Cellular Automata for Wildfire Spread

 🤖Machine Learning  Content type: Academic
arxiv.org·

Balancing Real and Synthetic Data for CNN-based Masonry Crack Detection

 🤖Machine Learning  Content type: Academic
arxiv.org·

A Scalable PyTorch Abstraction for Multi-GPU Gaussian Splatting

 🔬Deep Learning  Content type: Academic
arxiv.org·

Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods

 🤖Machine Learning  Content type: Academic
arxiv.org·

Towards Robust Arabic Speech Emotion Recognition with Deep Learning

 🤖Machine Learning  Content type: Academic
arxiv.org·

Categorical Robustness Assessment for Machine Learning based Network Intrusion Detection Systems

 🤖Machine Learning  Content type: Academic
arxiv.org·

Do Transformers Actually Help Intrusion Detection? A Temporal Sequence Evaluation on CIC-IDS2017

 🤖Machine Learning  Content type: Academic
arxiv.org·

Uncertainty-Aware Adaptive Sensor Fusion for Autonomous Navigation

 🤖Machine Learning  Content type: Academic
arxiv.org·

GLACIER: A Multimodal Student-Teacher Foundation Model for Molecular Property Prediction

 🤖Machine Learning  Content type: Academic
arxiv.org·

Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using CNN- and GRU-Based Networks

 🤖Machine Learning  Content type: Academic
arxiv.org·

Neuro-Relational Programs: Unifying Queries and Neural Computation over Structured Data

 🤖Machine Learning  Content type: Academic
arxiv.org·

Flatland: The Adventures of Gradient Descent with Large Step Sizes

 🤖Machine Learning  Content type: Academic
arxiv.org·

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

 🤖Machine Learning  Content type: Academic
arxiv.org·

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