Samsung Advanced Institute of Technology

Kinam Kim | Vice Chairman of Samsung Electronics
Opening Remarks

Yoshua Bengio | University of Montreal
Towards Discovering Causal Representations

Yann LeCun | New York University
Energy-Based Models for Self-Supervised Learning

Chelsea Finn | Stanford University
Meta-Learning: from Few-Shot Adaptation to Uncovering Symmetries

Samsung AI Researcher of the Year Award Ceremony

Donhee Ham | Samsung Electronics & Harvard University
Reconstruction of the Brain

Tara Sainath | Google Research
Towards End-to-End Speech Recognition

Jenn Wortman Vaughan | MS Research
Intelligibility Throughout the Machine Learning Life Cycle

Panel Discussion
Moderator Youngsang Choi | Vice President of Samsung Electronics
Panelists Inyup Kang | Corporate President of Samsung Electronics
Yoshua Bengio | University of Montreal
Yann LeCun | New York University
Chelsea Finn | Stanford University
Tara Sainath | Google Research
Jenn Wortman Vaughan | MS Research

Closing

Kyunghyun Cho | New York University
Contributed Talk 1 – SSMBA: Self-Supervised Manifold Based Data Augmentation

Chelsea Finn | Stanford University
Contributed Talk 2 is replaced with an invited talk.

Seth Flaxman | Imperial College London
Contributed Talk 3 - Statistical thinking in AI: lessons from the COVID-19 pandemic

Jiajun Wu | Stanford University
Contributed Talk 4 - Learning to see the physical world

Cho-Jui Hsieh | University of California, Los Angeles
Contributed Talk 5 - On scalability and tunability of neural network training