Deep Learning with Yacine on MSN

Gradient descent from scratch in Python – step by step tutorial

Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...
Deep Learning with Yacine on MSN

Nesterov accelerated gradient (NAG) from scratch in Python – step-by-step tutorial

Dive deep into Nesterov Accelerated Gradient (NAG) and learn how to implement it from scratch in Python. Perfect for ...
IEEE

Multi-Scale Mesh Fitting Filtering Based on Adaptive Clustering Segmentation and Gradient Compensation

Abstract: Point cloud filtering serves as a core step in point cloud data processing, which is critical for constructing high-precision Digital Elevation Models (DEMs) and conducting terrain ...
GitHub

TetWeave: Isosurface Extraction using On-The-Fly Delaunay Tetrahedral Grids for Gradient-Based Mesh Optimization (SIGGRAPH 2025)

This is the codebase for our work TetWeave: Isosurface Extraction using On-The-Fly Delaunay Tetrahedral Grids for Gradient-Based Mesh Optimization, accepted as Journal Paper at SIGGRAPH 2025. It ...
GitHub

What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective (ACL'25 Oral)

This is the repo for the Layer_Gradient project, in which we try to understand the layer-wise gradient behaviors when LLMs are finetuned on Fast vs. Slow Thinking. What makes a difference in the ...