Program Schedule

The school will start on May 22, 2023, Monday. It will be divided into two halves of 5 days each, with a hiking day in the middle.
The Themes and topics for ANAIS 2023 are below. Detailed program coming soon.


#ANAIS2023 | THEME & TOPICS

FOUNDATIONS:  

Probability and Statistics, Linear Algebra, Machine Learning, Neural Networks.

TRANSFORMERS

Foundations, history, promise, challenges.

MULTI-MODAL DATA: 

Models that leverage data from more than one domain, such as image and language, signals and images etc.; vision-language models.

DATA SCIENCE AND ENGINEERING: 

Majority of existing works focus on models, network architecture engineering, and proposing new models. However, the performances of most neural network methods have some level of dependence on the dataset itself. This theme will focus on teaching works on engineering the dataset and problem itself to improve performance from existing models and methods. 

Topics: Data augmentation, data synthesis, best data selection for pretraining, understanding the dependence of data and its characteristics on model performance, active learning etc.

GENERATIVE AI:

Diffusion models, NERF, ChatGPT etc. 


AI-SOCIETY DEMOCRATIZATION OF AI

We would like to focus on two themes this year: 

AI APPLICATIONS:

A wide range of applications depending on speakers' interests such as healthcare, agriculture, networks, finance, science etc. 

Detailed Program Schedule: Releasing Soon

The program from 2018 ANAIS Winter Edition is available here.

The video recordings from the 2018 ANAIS Winter Edition is available here.


The program from the 2019 ANAIS Winter Edition is available here.


The program from the 2021 ANAIS Winter Edition is available here.

The video recordings from 2021 ANAIS Winter Edition are available here.