Talks & Presentations

New News: System-2 Fine-tuning for Robust Integration of New Knowledge

New News: System-2 Fine-tuning for Robust Integration of New Knowledge

Prague Synapse 2025 (Invited)
July 9, 2025
Slides
Decomposing Elements of Problem Solving: What 'Math' does RL Teach?

Decomposing Elements of Problem Solving: What 'Math' does RL Teach?

NVIDIA (Invited)
June 13, 2025
Slides
In-Context Learning: From toy models to practice

In-Context Learning: From toy models to practice

Department of Physics, KAIST
May 13, 2025
Slides
In-Context Learning: Algorithms and Representations

In-Context Learning: Algorithms and Representations

Department of Physics, University of Tokyo (Invited)
May 1, 2025
Slides
Deep Learning as a Scientific Tool and a Model Organism of Intelligence

Deep Learning as a Scientific Tool and a Model Organism of Intelligence

Ph.D. Defense
April 21, 2025
Slides
Fundamental Abilities and In-abilities of AI

Fundamental Abilities and In-abilities of AI

Marks and Sander Lab, Harvard Medical School (Invited)
February 28, 2025
Slides
Understanding Fundamental Abilities of AI with synthetic experiments

Understanding Fundamental Abilities of AI with synthetic experiments

Astro AI Lunch Seminar, Center for Astrophysics (Invited)
January 27, 2025
Video
Slides
Towards a Neuroethology of AI: AI as a model system of intelligent phenomena

Towards a Neuroethology of AI: AI as a model system of intelligent phenomena

CBS-NTT Fellow Candidate Talk
November 26, 2024
Video
Slides
Understanding Compositional Generalization with Synthetic Data

Understanding Compositional Generalization with Synthetic Data

Stanford Institute for Theoretical Physics (Invited)
November 13, 2024
Slides
Understanding Compositional Generalization with Synthetic Data

Understanding Compositional Generalization with Synthetic Data

Insight+Interaction Lab, Harvard
October 30, 2024
Slides
Scaling and In-Context Learning of Large Language Models

Scaling and In-Context Learning of Large Language Models

NTT Physics & Informatics Laboratory Journal Club
July 25, 2024
Slides
Probabilistic Completion of Astrophysical Fields for Robust Statistics with Diffusion Models

Probabilistic Completion of Astrophysical Fields for Robust Statistics with Diffusion Models

EAS 2024, Padova
July 2, 2024
Slides
3D probabilistic reconstruction of the local dark matter from galaxies

3D probabilistic reconstruction of the local dark matter from galaxies

Astro AI Workshop 2024, Center for Astrophysics
June 20, 2024
Video
Slides
Debiasing with Diffusion: Probabilistic reconstruction of Dark Matter fields from galaxies

Debiasing with Diffusion: Probabilistic reconstruction of Dark Matter fields from galaxies

ITC Lunch Talk, Center for Astrophysics
March 7, 2024
Video
Slides
Reconstruction of the local dark matter using diffusion models

Reconstruction of the local dark matter using diffusion models

Workshop on AI-driven Discovery, Kavli IPMU
January 23, 2024
Slides
Diffusion Models for Cosmology

Diffusion Models for Cosmology

AstroAI Lunch Talk, Center for Astrophysics
October 30, 2023
Slides
How is AI used in the Physical Sciences?

How is AI used in the Physical Sciences?

Hansung Science High School Mentoring Talk @ Harvard
October 13, 2023
Slides
Mstar2Mcdm using Diffusion Models

Mstar2Mcdm using Diffusion Models

CAMELS Virtual Telecoms, Flatiron Institute
September 20, 2023
Slides
Dark Matter Axion Search Experiment using 18T HTS Magnet

Dark Matter Axion Search Experiment using 18T HTS Magnet

Stockholm International Youth Science Seminar (National Representative)
2018
Video

Other Talks & Presentations

Exploring Compositional Generalization of Neural Networks through Synthetic Experiments • Astro AI Workshop 2025 (Invited Tutorial) • July 9, 2025
Automated neuron tracking using deep learning and targeted augmentation • American Physical Society March Meeting 2023 • March 2023
On the Gaussianity of Non-Gaussian probes of Large Scale Structure • American Astronomical Society 240 • 2022