🔥 PyTorch - yfff · Scour

On Bayesian Softmax-Gated Mixture-of-Experts Models 📐Optimization Theory

Resource-efficient equivariant quantum convolutional neural networks 🔢Random Matrix Theory

SGD at the Edge of Stability: The Stochastic Sharpness Gap 📐Optimization Theory

Functional Similarity Metric for Neural Networks: Overcoming Parametric Ambiguity via Activation Region Analysis 🧠Machine Learning

Dilated CNNs for Periodic Signal Processing: A Low-Complexity Approach 📡Signal Processing

Bootstrapping Post-training Signals for Open-ended Tasks via Rubric-based Self-play on Pre-training Text 💬LLMs

Heterogeneous Sheaf Neural Networks 🧠LLM

An explicit operator explains end-to-end computation in the modern neural networks used for sequence and language modeling 🧠LLM

Improving Performance in Classification Tasks with LCEN and the Weighted Focal Differentiable MCC Loss 🧠LLM

Natural gradient descent with momentum 📐Optimization Theory

A temporal deep learning framework for calibration of low-cost air quality sensors 🧠Machine Learning

A Systematic Survey and Benchmark of Deep Learning for Molecular Property Prediction in the Foundation Model Era 🧠Machine Learning

Decentralized Machine Learning with Centralized Performance Guarantees via Gibbs Algorithms 💬LLMs

Transferable SCF-Acceleration through Solver-Aligned Initialization Learning 🦀Rust

PAWN: Piece Value Analysis with Neural Networks 🗄️Vector Databases

There Will Be a Scientific Theory of Deep Learning 🧠Machine Learning

arxiv.org·1d·Hacker News

Gradient-Based Program Synthesis with Neurally Interpreted Languages 🧠LLM

Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context 💬LLMs

Rethinking Intrinsic Dimension Estimation in Neural Representations 🤖Transformers

Representation-Guided Parameter-Efficient LLM Unlearning 🧠LLM

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