23.02.2025

MCML at AAAI 2025

Ten Accepted Papers

39th Conference on Artificial Intelligence, Philadelphia, PA, USA, Feb 25-Mar 04, 2025

We are happy to announce that MCML researchers have contributed a total of 10 papers to AAAI 2025. Congrats to our researchers!

Main Track (10 papers)

H. Chen • D. Krompass • J. Gu • V. Tresp
FedPop: Federated Population-based Hyperparameter Tuning.
AAAI 2025 - 39th Conference on Artificial Intelligence. Philadelphia, PA, USA, Feb 25-Mar 04, 2025. DOI

A. Davtyan • S. Sameni • B. Ommer • P. Favaro
CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation.
AAAI 2025 - 39th Conference on Artificial Intelligence. Philadelphia, PA, USA, Feb 25-Mar 04, 2025. DOI GitHub

X. Feng • Z. Jiang • T. Kaufmann • P. Xu • E. Hüllermeier • P. Weng • Y. Zhu
DUO: Diverse, Uncertain, On-Policy Query Generation and Selection for Reinforcement Learning from Human Feedback.
AAAI 2025 - 39th Conference on Artificial Intelligence. Philadelphia, PA, USA, Feb 25-Mar 04, 2025. DOI

M. Gui • J. Schusterbauer • U. Prestel • P. Ma • D. Kotovenko • O. Grebenkova • S. A. Baumann • V. T. Hu • B. Ommer
DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching.
AAAI 2025 - 39th Conference on Artificial Intelligence. Philadelphia, PA, USA, Feb 25-Mar 04, 2025. Oral Presentation. DOI

Z. Li • S. S. Cranganore • N. Youngblut • N. Kilbertus
Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity.
AAAI 2025 - 39th Conference on Artificial Intelligence. Philadelphia, PA, USA, Feb 25-Mar 04, 2025. DOI

J. Lan • D. Frassinelli • B. Plank
Mind the Uncertainty in Human Disagreement: Evaluating Discrepancies between Model Predictions and Human Responses in VQA.
AAAI 2025 - 39th Conference on Artificial Intelligence. Philadelphia, PA, USA, Feb 25-Mar 04, 2025. DOI

P. Ma • L. Rietdorf • D. Kotovenko • V. T. Hu • B. Ommer
Does VLM Classification Benefit from LLM Description Semantics?
AAAI 2025 - 39th Conference on Artificial Intelligence. Philadelphia, PA, USA, Feb 25-Mar 04, 2025. Invited talk. DOI

Y. Mu • M. Shahzad • X. Zhu
MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification.
AAAI 2025 - 39th Conference on Artificial Intelligence. Philadelphia, PA, USA, Feb 25-Mar 04, 2025. DOI

Y. Shen • Z. Zhuang • K. Yuan • M.-I. Nicolae • N. Navab • N. Padoy • M. Fritz
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment.
AAAI 2025 - 39th Conference on Artificial Intelligence. Philadelphia, PA, USA, Feb 25-Mar 04, 2025. DOI

Y. Zhang • Z. Ma • Y. Ma • Z. Han • Y. Wu • V. Tresp
WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration.
AAAI 2025 - 39th Conference on Artificial Intelligence. Philadelphia, PA, USA, Feb 25-Mar 04, 2025. DOI