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Workshop
Reinforcement Learning-Driven Linker Design via Fast Attention-based Point Cloud Alignment
Rebecca Manuela Neeser · Mehmet Akdel · Daniel Kovtun · Luca Naef
Poster
Wed 14:00 FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation
Chieh-Hsin Lai · Yuhta Takida · Naoki Murata · Toshimitsu Uesaka · Yuki Mitsufuji · Stefano Ermon
Workshop
On the Equivalence of Consistency-Type Models: Consistency Models, Consistent Diffusion Models, and Fokker-Planck Regularization
Chieh-Hsin Lai · Yuhta Takida · Toshimitsu Uesaka · Naoki Murata · Yuki Mitsufuji · Stefano Ermon
Workshop
Improving and Generalizing Flow-Based Generative Models with Minibatch Optimal Transport
Alexander Tong · Nikolay Malkin · Guillaume Huguet · Yanlei Zhang · Jarrid Rector-Brooks · Kilian Fatras · Guy Wolf · Yoshua Bengio
Workshop
Combining Thermodynamics-based Model of the Centrifugal Compressors and Active Machine Learning for Enhanced Industrial Design Optimization
Shadi Ghiasi · Guido Pazzi · Concettina Del Grosso · Giovanni De Magistris · Giacomo Veneri
Workshop
Analyzing Chain-of-Thought Prompting in Large Language Models via Gradient-based Feature Attributions
Skyler Wu · Eric Shen · Charumathi Badrinath · Jiaqi Ma · Himabindu Lakkaraju
Workshop
Interpretable Ensemble-based Deep Learning Approach for Automated Detection of Macular Telangiectasia Type 2 by Optical Coherence Tomography
Shahrzad Gholami · Lea Scheppke · Rahul Dodhia · Juan Lavista Ferres · Aaron Lee
Workshop
Sat 17:40 Interpretable and Intervenable Ultrasonography-based Machine Learning Models for Pediatric Appendicitis
Julia Vogt · Ricards Marcinkevics · Patricia Reis Wolfertstetter · Ugne Klimiene · Kieran Chin-Cheong · Alyssia Paschke · Julia Zerres · Markus Denzinger · David Niederberger · Sven Wellmann · Ece Ozkan · Christian Knorr