Dimah Dera - RankMe

23 papers B 2C 2Journal 12Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SUPER-Net: Trustworthy image segmentation via uncertainty propagation in encoder-decoder networks. Pattern Recognit. Giuseppina Carannante, Nidhal C. Bouaynaya, Dimah Dera, Hassan M. Fathallah-Shaykh, Ghulam Rasool
2025	J	`jnl`	Deep Imbalanced Multi-Target Regression: 3D Point Cloud Voxel Content Estimation in Simulated Forests. CoRR Amirhossein Hassanzadeh, Bartosz Krawczyk, Michael Grady Saunders, Rob Wible, Keith Krause, Dimah Dera, Jan van Aardt
2025	J	`jnl`	Through the Perspective of LiDAR: A Feature-Enriched and Uncertainty-Aware Annotation Pipeline for Terrestrial Point Cloud Segmentation. CoRR Fei Zhang, Robert Chancia, Josie Clapp, Amirhossein Hassanzadeh, Dimah Dera, Richard MacKenzie, Jan van Aardt
2025	J	`jnl`	Trustworthy navigation with variational policy in deep reinforcement learning. Frontiers Robotics AI Karla Bockrath, Liam Ernst, Rohaan Nadeem, Bryan Pedraza, Dimah Dera
2025	J	`jnl`	Uncertainty Quantification In Surface Landmines and UXO Classification Using MC Dropout. CoRR Sagar Lekhak, Emmett J. Ientilucci, Dimah Dera, Susmita Ghosh
2024	C	`conf`	Adaptive Robust Continual Learning based on Bayesian Uncertainty Propagation. FUSION Deepak Kandel, Dimah Dera
2024	—	`conf`	Robust Denoising and DenseNet Classification Framework for Plant Disease Detection. VISIGRAPP (3): VISAPP Kevin Zhou, Dimah Dera
2024	J	`jnl`	TRustworthy Uncertainty Propagation for Sequential Time-Series Analysis in RNNs. IEEE Trans. Knowl. Data Eng. Dimah Dera, Sabeen Ahmed, Nidhal Carla Bouaynaya, Ghulam Rasool
2023	—	`conf`	Robust Active Simultaneous Localization and Mapping Based on Bayesian Actor-Critic Reinforcement Learning. CAI Bryan Pedraza, Dimah Dera
2022	J	`jnl`	Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks. IEEE Signal Process. Mag. Ian E. Nielsen, Dimah Dera, Ghulam Rasool, Ravi Prakash Ramachandran, Nidhal Carla Bouaynaya
2022	C	`conf`	Self-Assessment and Robust Anomaly Detection with Bayesian Deep Learning. FUSION Giuseppina Carannante, Dimah Dera, Orune Aminul, Nidhal C. Bouaynaya, Ghulam Rasool
2021	J	`jnl`	PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks. IEEE Trans. Signal Process. Dimah Dera, Nidhal Carla Bouaynaya, Ghulam Rasool, Roman Shterenberg, Hassan M. Fathallah-Shaykh
2021	J	`jnl`	Robust Explainability: A Tutorial on Gradient-Based Attribution Methods for Deep Neural Networks. CoRR Ian E. Nielsen, Dimah Dera, Ghulam Rasool, Nidhal Bouaynaya, Ravi Prakash Ramachandran
2021	J	`jnl`	Robust Learning via Ensemble Density Propagation in Deep Neural Networks. CoRR Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya, Lyudmila Mihaylova
2021	J	`jnl`	Self-Compression in Bayesian Neural Networks. CoRR Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya
2021	J	`jnl`	Trustworthy Medical Segmentation with Uncertainty Estimation. CoRR Giuseppina Carannante, Dimah Dera, Nidhal C. Bouaynaya, Ghulam Rasool, Hassan M. Fathallah-Shaykh
2020	—	`conf`	Robust Learning via Ensemble Density Propagation in Deep Neural Networks. MLSP Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya, Lyudmila Mihaylova
2020	—	`conf`	Self-Compression in Bayesian Neural Networks. MLSP Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya
2019	—	`conf`	Extended Variational Inference for Propagating Uncertainty in Convolutional Neural Networks. MLSP Dimah Dera, Ghulam Rasool, Nidhal Bouaynaya
2018	B	`conf`	Inverted Cone Convolutional Neural Network For Deboning MRIs. IJCNN Oliver Palumbo, Dimah Dera, Nidhal C. Bouaynaya, Hassan M. Fathallah-Shaykh
2016	—	`conf`	Interactive Semi-automated Method Using Non-negative Matrix Factorization and Level Set Segmentation for the BRATS Challenge. BrainLes@MICCAI Dimah Dera, Fabio Raman, Nidhal Bouaynaya, Hassan M. Fathallah-Shaykh
2016	B	`conf`	Non-negative matrix factorization for non-parametric and unsupervised image clustering and segmentation. IJCNN Dimah Dera, Nidhal Bouaynaya, Robi Polikar, Hassan M. Fathallah-Shaykh
2015	—	`conf`	Level set segmentation using non-negative matrix factorization of brain MRI images. BIBM Dimah Dera, Nidhal Bouaynaya, Hassan M. Fathallah-Shaykh