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Poster
Wed 11:00 Deep Correlated Prompting for Visual Recognition with Missing Modalities
lianyu hu · Tongkai Shi · Wei Feng · Fanhua Shang · Liang Wan
Workshop
Live Constrained Deep Learning Models Optimize Unmanned Underwater Vehicle Control Systems
Brian Zhou · Kamal Viswanath · Jason Geder
Workshop
MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models
Mohammad Shahab Sepehri · Zalan Fabian · Maryam Soltanolkotabi · Mahdi Soltanolkotabi
Poster
Wed 11:00 CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts
Ziquan OU · Zijun Zhang
Poster
Thu 11:00 A theoretical design of concept sets: improving the predictability of concept bottleneck models
Max Ruiz Luyten · Mihaela van der Schaar
Workshop
On the Efficiency of NLP-Inspired Methods for Tabular Deep Learning
Soheila Samiee · Anton Thielmann
Workshop
Uncertainty as a criterion for SOTIF evaluation of deep learning models in autonomous driving systems
Ho Suk
Poster
Fri 11:00 Policy-shaped prediction: avoiding distractions in model-based reinforcement learning
Miles Hutson · Isaac Kauvar · Nick Haber
Workshop
Revisiting Masked Auto-Encoders for ECG-Language Representation Learning
HUNG MANH PHAM · Aaqib Saeed · Dong Ma
Poster
Fri 11:00 Deep Bayesian Active Learning for Preference Modeling in Large Language Models
Luckeciano Carvalho Melo · Panagiotis Tigas · Alessandro Abate · Yarin Gal
Poster
Wed 16:30 Improving Equivariant Model Training via Constraint Relaxation
Stefanos Pertigkiozoglou · Evangelos Chatzipantazis · Shubhendu Trivedi · Kostas Daniilidis
Poster
Thu 16:30 The Expressive Capacity of State Space Models: A Formal Language Perspective
Yash Sarrof · Yana Veitsman · Michael Hahn