Redes Neuronales
Introduccion a los redes neuronales, bases del apprendizaje profundo
Mar 19, 2024
Object Detection
Principle, IoU and mAP, Classical Object Detection, Segmentation and Mask-RCNN, SoTA
Mar 19, 2024
Intro a la NLP
Procesamiento de Lenguaje Natural
Mar 18, 2024
Generative Models
GAN, VAE, Diffusion Models, AutoRegressive Models
Mar 12, 2024
Generative LLMs
In-Context-Learning, Tokenization, Instructions and Alignments, Reasonings, Training and Evaluating in Practice, LLMs as Agents
Mar 11, 2024
Audio Models
Audio representation as waveform or spectrogram, Speech encoder and SpeechLLM
Mar 10, 2024
Large Multimodal Models
Multimodality, Fusion, Original tasks, datasets and models, CLIP and text2image Diffusion, Fusion of Large Pre-trained Models, LMM Assistants and Open-source recent datasets
Mar 8, 2024
Deep Learning
Deep Learning class CC66204
Feb 24, 2024
Apprentissage Machine
Machine Learning class from MEDAS (Master in Big Data and Social Computing) in French
Nov 1, 2018