Ihmiset

Martin Trapp

Postdoctoral Researcher

T313 Dept. Computer Science

Probabilistic Machine Learning, Probabilistic Circuits, Probabilistic Programming, Bayesian nonparametrics

Full researcher profile

https://research.aalto.fi/...

Sähköposti

[email protected]

Puhelinnumero

+358503071976

Osaamisalueet

113 Computer and information sciences, Computational data analysis

Palkinnot

Positive Semi-Definite Circuits

HIIT short term project

Granted funding (public project funding) Department of Computer Science Nov 2022

Tutkimusryhmät

Professorship Solin A., Postdoctoral Researcher

Julkaisut

Fixing Overconfidence in Dynamic Neural Networks

Lassi Meronen, Martin Trapp, Andrea Pilzer, Le Yang, Arno Solin 2024 Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024

Characteristic Circuits

Zhongjie Yu, Martin Trapp, Kristian Kersting 2024 Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023

Transport with Support : Data-Conditional Diffusion Bridges

Ella Tamir, Martin Trapp, Arno Solin 2023 Transactions on Machine Learning Research

Logarithm-Approximate Floating-Point Multiplier for Hardware-efficient Inference in Probabilistic Circuits

Lingyun Yao, Martin Trapp, Karthekeyan Periasamy, Jelin Leslin, Gaurav Singh, Martin Andraud 2023

The Robust Semantic Segmentation UNCV2023 Challenge Results

Xuanlong Yu, Yi Zuo, Zitao Wang, Xiaowen Zhang, Jiaxuan Zhao, Yuting Yang, Licheng Jiao, Rui Peng, Xinyi Wang, Junpei Zhang, Kexin Zhang, Fang Liu, Roberto Alcover-Couso, Juan C. SanMiguel, Marcos Escudero-Viñolo, Hanlin Tian, Kenta Matsui, Tianhao Wang, Fahmy Adan, Zhitong Gao, Xuming He, Quentin Bouniot, Hossein Moghaddam, Shyam Nandan Rai, Fabio Cermelli, Carlo Masone, Andrea Pilzer, Elisa Ricci, Andrei Bursuc, Arno Solin, Martin Trapp, Rui Li, Angela Yao, Wenlong Chen, Ivor Simpson, Neill D. F. Campbell, Gianni Franchi 2023 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans

Marc Dietrichstein, David Major, Martin Trapp, Maria Wimmer, Dimitrios Lenis, Philip Winter, Astrid Berg, Theresa Neubauer, Katja Bühler 2022 Deep Generative Models - 2nd MICCAI Workshop, DGM4MICCAI 2022, Held in Conjunction with MICCAI 2022, Proceedings