Robust visual recognition with deep neural networks
PhD thesis, 2023
Video Swin Transformers for Egocentric Video Understanding @ Ego4D Challenges 2022.
CoRR, 2022
Adversarially Robust Panoptic Segmentation (ARPaS) Benchmark.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
SAMA: Spatially-Aware Multimodal Network with Attention For Early Lung Cancer Diagnosis.
Proceedings of the Multimodal Learning for Clinical Decision Support, 2021
Towards Robust General Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
SIMBA: Specific Identity Markers for Bone Age Assessment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
LUCAS: LUng CAncer Screening with Multimodal Biomarkers.
Proceedings of the Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures, 2020
Cerberus: A Multi-headed Network for Brain Tumor Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020
Hand Pose Estimation for Pediatric Bone Age Assessment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Volumetric multimodality neural network for brain tumor segmentation.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Brain Tumor Segmentation and Parsing on MRIs Using Multiresolution Neural Networks.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017