2024  11

May  2

Rethinking Machine Unlearning for Large Language Models

May 31, 313112 · 1 min · Àlex Pujol Vidal

Notes on KAN: Kolmogorov-Arnold Networks

May 9, 9095 · 7 min · Àlex Pujol Vidal

April  9

Lecture Notes on Nonequilibrium Statistical Mechanics

April 29, 29299 · 1 min · Àlex Pujol Vidal

Notes on Slide in Defense of Smart Algorithms Over Hardware Acceleration for Large Scale Deep Learning Systems

April 21, 21216 · 7 min · Àlex Pujol Vidal

Notes on The Era of 1-Bit LLMs: All Large Language Models Are in 1.58 Bits

April 13, 13133 · 3 min · Àlex Pujol Vidal

Notes on Bitnet: Scaling 1 Bit Transformers for Large Language Models

April 12, 121211 · 5 min · Àlex Pujol Vidal

Notes on LLaVA-Gemma: Accelerating Multimodal Foundation Models With a Compact Language Model

April 11, 11113 · 3 min · Àlex Pujol Vidal

Notes on Auto Encoding Variational Bayes

April 10, 101012 · 6 min · Àlex Pujol Vidal

Notes on SSSE: Efficiently Erasing Samples From Trained Machine Learning Models

April 10, 101012 · 4 min · Àlex Pujol Vidal

Notes on Mixed-Privacy Forgetting in Deep Networks

April 9, 90910 · 4 min · Àlex Pujol Vidal

Notes on Multi Class Explainable Unlearning for Image Classification via Weight Filtering

April 8, 8089 · 4 min · Àlex Pujol Vidal

2023  2

December  2

Notes on Denoising Diffusion Probabilistic Models

December 19, 19195 · 2 min · Àlex Pujol Vidal

Notes on Deep Unsupervised Learning Using Nonequilibrium Thermodynamics

December 18, 18186 · 5 min · Àlex Pujol Vidal

2022  1

December  1

Attention and Context based Embeddings

December 17, 17175 · 8 min · Àlex Pujol Vidal