Neural Fields across Fields:
Methods and Applications of Implicit Neural Representations
ICLR 2023 Workshop
(Thursday 4th May 2023, Kigali, Rwanda)
Schedule (Rwanda Time GMT+2)
Room MH4 (room used for main conference poster sessions).
09:40 - 09:45 Introduction and opening remarks
09:45 - 10:00 Contributed Talk 1: Peter Yichen Chen, "Simulating Physics with Implicit Neural Spatial Representations"
10:00 - 10:15 Contributed Talk 2: Langwen Huang, "Compressing multidimensional weather and climate data into neural networks"
10:15 - 11:30 Poster session 1 (Virtual & In person). gather.town password on ICLR Virtual page
11:30 - 12:00 Coffee break
12:00 –12:15 Best Paper Talk 1: Peter Yichen Chen, "CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations"
12:15 - 12:30 Best Paper Talk 2: Ruiqi Ni, "Neural Time Fields for Physics-Informed Motion Planning"
12:30 - 14:00 Lunch Break
14:00 - 14:30 Invited Talk 1: Eric R. Chan, "Generative Models for 3D Objects and Scenes" - Ask questions for live Q&A [here]
14:30 - 15:00 Invited Talk 2: Ellen Zhong, "Neural Fields for Structural Biology" - Ask questions for live Q&A [here]
15:00 - 15:30 Invited Talk 3: Raj Shukla - "Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils" - Ask questions for live Q&A [here]
15:30 - 16:15 Poster session 2 (Virtual & In person). gather.town password on ICLR Virtual page
16:15 - 16:30 Coffee break
16:30 - 17:00 Invited Talk 4: Xiaolong Wang - "Generalization in Neural Radiance Fields" - Ask questions for live Q&A [here]
17:00 - 17:30 Invited Talk 5: Matthew Tancik - "Neural Radiance Fields in the Real World" - Ask questions for live Q&A [here]
17:30 - 18:00 Invited Talk 6: Angjoo Kanazawa, "Editing 3D Scenes with Instructions and beyond" - Ask questions for live Q&A [here]
18:00 - 18:05 Closing remarks
Organizers
Emilien Dupont
(University of Oxford)
Hyunjik Kim
(DeepMind)
Thu Nguyen-Phuoc
(Meta)
Jonathan Richard Schwarz (DeepMind; UCL)