Thomas Trappenberg

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 12

Top Topics

Shannon Entropy

Dirichlet Distribution

Activation Function

Top Venues

Publications

Scott C. Lowe, Benjamin Misiuk, Isaac Xu, Shakhboz Abdulazizov, Amit R. Baroi, Alex C. Bastos, Merlin Best, Vicki Ferrini, Ariell Friedman, Deborah Hart, Ove Hoegh-Guldberg, Daniel Ierodiaconou, Julia Mackin-McLaughlin, Kathryn Markey, Pedro S. Menandro, Jacquomo Monk, Shreya Nemani, John O'Brien, Elizabeth S. Oh, Luba Y. Reshitnyk, Katleen Robert, Chris M. Roelfsema, Jessica A. Sameoto, Alexandre C. G. Schimel, Jordan A. Thomson, Brittany R. Wilson, Melisa C. Wong, Craig J. Brown, Thomas Trappenberg
BenthicNet: A global compilation of seafloor images for deep learning applications. CoRR (2024)
Kazi Hasan, Thomas Trappenberg, Israat Haque
A Generalized Transformer-based Radio Link Failure Prediction Framework in 5G RANs. CoRR (2024)
Isaac Xu, Scott C. Lowe, Thomas Trappenberg
Label-free Monitoring of Self-Supervised Learning Progress. CCECE (2022)
Scott C. Lowe, Robert Earle, Jason d'Eon, Thomas Trappenberg, Sageev Oore
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators. NeurIPS (2022)
Scott C. Lowe, Robert Earle, Jason d'Eon, Thomas Trappenberg, Sageev Oore
Logical Activation Functions: Logit-space equivalents of Boolean Operators. CoRR (2021)
Scott C. Lowe, Thomas Trappenberg, Sageev Oore
LogAvgExp Provides a Principled and Performant Global Pooling Operator. CoRR (2021)
André G. C. Pacheco, Thomas Trappenberg, Renato A. Krohling
Learning dynamic weights for an ensemble of deep models applied to medical imaging classification. IJCNN (2020)
Abraham Nunes, Martin Alda, Timothy Bardouille, Thomas Trappenberg
Representational Rényi Heterogeneity. Entropy 22 (4) (2020)
Abraham Nunes, Martin Alda, Thomas Trappenberg
Multiplicative Decomposition of Heterogeneity in Mixtures of Continuous Distributions. Entropy 22 (8) (2020)
André G. C. Pacheco, Chandramouli Shama Sastry, Thomas Trappenberg, Sageev Oore, Renato A. Krohling
On Out-of-Distribution Detection Algorithms with Deep Neural Skin Cancer Classifiers. CVPR Workshops (2020)
Yoshimasa Kubo, Michael Traynor, Thomas Trappenberg, Sageev Oore
Learning Adaptive Weight Masking for Adversarial Examples. IJCNN (2019)
Abraham Nunes, Martin Alda, Timothy Bardouille, Thomas Trappenberg
Representational Rényi heterogeneity. CoRR (2019)
Thomas Trappenberg
Non-monotone network dynamics; preliminary results. ICNN (1997)