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Oral
Tue 8:30 A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning
Alicia Curth · Alan Jeffares · Mihaela van der Schaar
Competition
Fri 9:05 Team CFG - PAUNet: Precipitation Attention-based U-Net for Rain Prediction from Satellite Radiance Data
P Jyoteeshkumar Reddy · HARISH BAKI
Workshop
Methane Plume Detection with U-Net Segmentation on Sentinel-2 Image Data
Berenice du Baret · Simon Finos · Hugo Guiglion · Dennis Wilson
Poster
Tue 15:15 A Unified Framework for U-Net Design and Analysis
Christopher Williams · Fabian Falck · George Deligiannidis · Chris C Holmes · Arnaud Doucet · Saifuddin Syed
Workshop
Data Assimilation using ERA5, ASOS, and the U-STN model for Weather Forecasting over the UK
Wenqi Wang · César Quilodrán-Casas · Jacob Bieker
Poster
Tue 8:45 A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning
Alicia Curth · Alan Jeffares · Mihaela van der Schaar
Workshop
Out of Domain Stress Prediction on a Dataset of Simulated 3D Polycrystalline Microstructures
Thomas Lu · Aarti Singh
Workshop
Fast SoC thermal simulation with physics-aware U-Net
Yu-Sheng Lin · Li-Song Lin · Chin-Jui Chang · Ting-Yu Lin · Shih-Hong Pan · Ya-Wen Yu · Kai-En Yang · Wei Cheng Lee · Yi-Chen Lin · Tai-Yu Chen · Jason Yeh
Workshop
Fair Clustering: Critique and Future Directions
John Dickerson · Seyed Esmaeili · Jamie Morgenstern · Claire Jie Zhang
Workshop
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models
Thomas Zollo · Todd Morrill · Zhun Deng · Jake Snell · Toniann Pitassi · Richard Zemel
Workshop
Fri 14:30 Crystal-GFN: sampling materials with desirable properties and constraints
Mistal · Alex Hernandez-Garcia · Alexandra Volokhova · ALEXANDRE DUVAL · Yoshua Bengio · Divya Sharma · Pierre Luc Carrier · Michał Koziarski · Victor Schmidt
Workshop
Work-in-Progress: Using Symbolic Planning with Deep RL to Improve Learning
Tianpei Yang · Srijita Das · Christabel Wayllace · Matthew Taylor