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Poster
Thu 9:00 Mutual Information Divergence: A Unified Metric for Multimodal Generative Models
Jin-Hwa Kim · Yunji Kim · Jiyoung Lee · Kang Min Yoo · Sang-Woo Lee
Workshop
A probabilistic deep learning model to distinguish cusps and cores in dwarf galaxies
Julen Expósito Márquez · Marc Huertas-Company · Arianna Di Cintio · Chris Brook · Andrea Macciò · Rob Grant · Elena Arjona
Poster
Tue 14:00 Models Out of Line: A Fourier Lens on Distribution Shift Robustness
Sara Fridovich-Keil · Brian Bartoldson · James Diffenderfer · Bhavya Kailkhura · Timo Bremer
Workshop
Planning with Large Language Models for Code Generation
Shun Zhang · Zhenfang Chen · Yikang Shen · Mingyu Ding · Josh Tenenbaum · Chuang Gan
Poster
Thu 14:00 Explainable Reinforcement Learning via Model Transforms
Mira Finkelstein · Nitsan levy · Lucy Liu · Yoav Kolumbus · David Parkes · Jeffrey S Rosenschein · Sarah Keren
Workshop
Deployment of deep models for intra-operative margin assessment using mass spectrometry
Amoon Jamzad · Laura Connolly · Fahimeh Fooladgar · Martin Kaufmann · Kevin Yi Mi Ren · Shaila Merchant · Jay Engel · Sonal Varma · Purang Abolmaesumi · Gabor Fichtinger · John Rudan · Parvin Mousavi
Poster
Tue 9:00 3DB: A Framework for Debugging Computer Vision Models
Guillaume Leclerc · Hadi Salman · Andrew Ilyas · Sai Vemprala · Logan Engstrom · Vibhav Vineet · Kai Xiao · Pengchuan Zhang · Shibani Santurkar · Greg Yang · Ashish Kapoor · Aleksander Madry
Workshop
Loop Unrolled Shallow Equilibrium Regularizer (LUSER) - A Memory-Efficient Inverse Problem Solver
Peimeng Guan · Jihui Jin · Justin Romberg · Mark Davenport
Workshop
Robust task-specific adaption of models for drug-target interaction prediction
Emma Svensson · Pieter-Jan Hoedt · Sepp Hochreiter · Günter Klambauer
Poster
Wed 14:00 AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions
Florent Bonnet · Jocelyn Mazari · Paola Cinnella · Patrick Gallinari
Poster
Wed 14:00 LAION-5B: An open large-scale dataset for training next generation image-text models
Christoph Schuhmann · Romain Beaumont · Richard Vencu · Cade Gordon · Ross Wightman · Mehdi Cherti · Theo Coombes · Aarush Katta · Clayton Mullis · Mitchell Wortsman · Patrick Schramowski · Srivatsa Kundurthy · Katherine Crowson · Ludwig Schmidt · Robert Kaczmarczyk · Jenia Jitsev
Poster
Wed 14:00 An empirical analysis of compute-optimal large language model training
Jordan Hoffmann · Sebastian Borgeaud · Arthur Mensch · Elena Buchatskaya · Trevor Cai · Eliza Rutherford · Diego de Las Casas · Lisa Anne Hendricks · Johannes Welbl · Aidan Clark · Thomas Hennigan · Eric Noland · Katherine Millican · George van den Driessche · Bogdan Damoc · Aurelia Guy · Simon Osindero · Karén Simonyan · Erich Elsen · Oriol Vinyals · Jack Rae · Laurent Sifre