The Annual Nepal AI School (ANAIS), organized by the Nepal Applied Mathematics and Informatics Institute (NAAMII), has established itself as a prominent fixture in the world of artificial intelligence education. ANAIS serves as a dynamic forum that brings together global experts, researchers, and enthusiasts to delve into the forefront of AI advancements. With each iteration, such as the recently held ANAIS 2023, the event has consistently provided a platform for engaging discussions on emerging AI technologies and their foundational principles. These gatherings not only bridge educational gaps but also foster a sense of community, as seen in the impactful testimonials from participants who highlight ANAIS as a transformative opportunity for learning, collaboration, and personal growth. As an influential hub, ANAIS continues to drive the proliferation of knowledge and innovation in the ever-evolving field of artificial intelligence.
Lectures
| Mathematics | Introductory | Deep Neural Networks |
|---|---|---|
|
Linear Algebra Bishesh Khanal (ANAIS 2018, Youtube) |
Introduction to AI and Motivation for Linear Algebra and Computer Vision Bishesh Khanal (ANAIS 2018, Youtube) |
Deep Learning Foundations Kris Sankaran (ANAIS 2018, Part 1 | Part 2 | Part 3) |
|
Linear Algebra Shashwot Shresthamali (ANAIS 2021, Youtube) |
Introduction to AI and Motivation for Linear Algebra and Computer Vision Bishesh Khanal (ANAIS 2021, Youtube) |
Advanced Deep Learning Kris Sankaran (ANAIS 2018, Part 1 | Part 2 | Part 3) |
|
Probability and Statistics Samrachana Adhikari (ANAIS 2018, Youtube-Part 1 | Youtube-Part 2) |
Introduction to Machine Learning Samrachana Adhikari (ANAIS 2018, Part 1 | Part 2 | Part 3) |
Graphical Modeling and Deep Learning Kris Sankaran and Suresh Manandhar (ANAIS 2018, Youtube) |
|
Probability and Statistics Sandesh Ghimire (ANAIS 2021, Youtube) |
Linear Regression/Logistic Regression Aayush Chaudhary (ANAIS 2021, Youtube) |
Convolutional Neural Networks (CNNs) Nripesh Parajuli (ANAIS 2021, Part 1 | Part 2) |
| Introduction to Optimization Ajad Chhatkuli (ANAIS 2018, Youtube) |
Supervised Learning Kris Sankaran (ANAIS 2021, Youtube Part 1 | Youtube Part 2) |
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| Continuous Probability Distributions Suresh Manandhar (ANAIS 2018, Youtube-Part 1 | Youtube-Part 2 ) |
Self/Semi/Un-Supervised Learning Danda Pani Paudel (ANAIS 2021, Youtube) |
|
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Reinforcement Learning John D. Martin (ANAIS 2021, Youtube) |
| COMPUTER VISION | NATURAL LANGUAGE PROCESSING (NLP) | GEOMETRIC DEEP LEARNING |
|---|---|---|
|
Computer Vision - 3D Geometry (Beginner) Ajad Chhatkuli (ANAIS 2018,Youtube) |
Natural Language Processing (NLP) Suresh Manandhar (ANAIS 2018 ,Youtube) |
Geometric Deep Learning Michael Bronstein ( ANAIS 2021, Part 1 | Part 2) |
|
Computer Vision: Learning from Points Ajad Chhatkuli (ANAIS 2018,Youtube) |
Natural Language Processing (NLP) Bal Krishna Bal ( ANAIS 2021, Youtube | Part 2) |
Geometric Deep Learning on Complexes Cristian Bodnar ( ANAIS 2021, Youtube) |
|
Recap to Computer Vision - Stereo Vision and 3D Ajad Chhatkuli ( ANAIS 2018 ,Youtube) |
NLP, HCI, Bias & Explainability Bikalpa Neupane (ANAIS 2021, Youtube) |
Graph Neural Networks (GNNs) Vijay Prakash Dwivedi ( ANAIS 2021, Youtube | Part 2) |
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Image Representation, Processing and Feature Extraction Bishesh Khanal( ANAIS 2018 ,Youtube) |
Subgraphs for More Expressive GNNs Fabrizio Frasca (ANAIS 2021, Youtube) |
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Computer Vision: Deep Face Recognition Binod Bhattarai (ANAIS 2018 ,Youtube) |
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| Computer Vision: Structure From Motion Ajad Chhatkuli (ANAIS 2018 ,Youtube) |
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| Medical Imaging Informatics Bishesh Khanal and Taman Upadhaya (ANAIS 2018 - Youtube) |
| GENERATIVE MODELING | VARIATIONAL AUTOENCODERS (VAEs) | VISION LANGUAGE MODELS & VQA |
|---|---|---|
|
Generative Modeling Jakub Tomczak (ANAIS 2021, Youtube | Another Video) |
Variational Autoencoders (VAEs) Prashnna K Gyawali (ANAIS 2021, Youtube ) |
Vision Language Models & VQA Kushal Kafle (ANAIS 2021, Youtube) |
| ENERGY INFORMATICS & EDGE INTELLIGENCE | AI | AI ETHICS |
|---|---|---|
|
Energy Informatics & Edge Intelligence Sabita Maharjan (ANAIS 2021, Youtube) |
AI in Finance Prince Rajbhandari (ANAIS 2021, Youtube) |
AI Ethics - Bias, Fairness and Responsible AI Shreyasha Paudel (ANAIS 2021, Youtube) |
|
Responsible AI for Disaster Risk Management Shreyasha Paudel (ANAIS 2021, Youtube) |
Cognitive Neuroscience, AI & Society (Sujay Neupane and Pascal Kropf (ANAIS 2018, Part 1 | Part 2 ) |
Ethics of Facial Recognition Technology Connor Wright (ANAIS 2021, Youtube) |
Video Library
| Type | Topic | Edition | Link |
|---|---|---|---|
| Panel Discussion | Technology, AI and Society | ANAIS 2018 | Youtube |
| Panel Discussion | Science, Technology and Innovation Ecosystem in Nepal | ANAIS 2018 | Youtube |
| Group Discussion | NAAMII AI School Project | ANAIS 2018 | Youtube |
| Interaction Session | NAAMII AI School speakers and participants interaction session | ANAIS 2018 | Youtube |
| Feedback Session | NAAMII AI School Participants | ANAIS 2018 | Youtube |
Testimonials
Jesse, a BSc. Land Surveying and Geomatics Student at Makerere University, Kamapala, Uganda, shares his experience and lessons learnt from 2nd NAAMII
Winter School in AI with fellow Students.
Jesse, a BSc. Land Surveying and Geomatics Student at Makerere University, Kamapala, Uganda, shares his experience and lessons learnt from 2nd NAAMII
Winter School in AI with fellow Students.
Thank you @naamii_nepal for the opportunity.
BSc. Land Surveying and Geomatics. Makerere University Kampala, Uganda
Jesse Buyungo
I had the best end of the year at the First Nepal Winter School in AI, talking about RL and getting to know local students and community. Thank you @naamii_nepal for this unique opportunity. I've learned and experienced so much these days! Looking forward to see you all next year!
Speaker - 1st Nepal Winter School in AI, 2018. PostDoc - Imperial College, London
Guillermo Garcia-Hernando, PhD
This was the best thing that had ever happened to me ...There were participants from all across the world and learning between international students was indeed more than fun. I miss everyone I met there ...This workshop not only gave me a goal, it also converged me with really helpful and humble people.
Participant - 2nd Nepal Winter School in AI, 2019. Women Leaders in Technology (WLiT) Fellow 20/21
Laxmi Chapagain
These awesome folks started the first AI research centre in Nepal(naamii.com.np) and organize their first Winter School for AI! Such efforts in under/developing countries could use all the support they can get. Plus, Himalayas!!! #democratizeAI
PostDoc - Imperial College, London.
Kostas Kamnitsas
In the last 11 days, I attended lectures from PhDs, professors, and researchers from @MIT @MILAMontreal @KingsCollegeLon @UnivOfYork and other prestigious Institutions. (1/n)
Currently, PhD Student at George Mason University. Attended 1st Nepal Winter School in AI, 2018.
Abhishek Paudel