Dimiccoli, Mariella

1. Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning
   2020/12/10 by Wencan Zhang, Mariella Dimiccoli, Zhang, Wencan +3 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #H.m #Human-Computer Interaction (cs.HC) #I.2.10 #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
2. Graph Constrained Data Representation Learning for Human Motion\n Segmentation
   2021/07/28 by Mariella Dimiccoli, L. Garrido, Dimiccoli, Mariella +5 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
3. Enhancing Egocentric 3D Pose Estimation with Third Person Views
   2022/01/06 by Ameya Dhamanaskar, Mariella Dimiccoli, Dhamanaskar, Ameya +7 · 2 citations
   Computer Science · Medicine · #Human Pose and Action Recognition #Diabetic Foot Ulcer Assessment and Management #Stroke Rehabilitation and Recovery
4. Fundamentals of cone regression
   2015/07/23 by Dimiccoli, Mariella · 1 citation
   #Computation (stat.CO) #FOS: Computer and information sciences
5. With Whom Do I Interact? Detecting Social Interactions in Egocentric Photo-streams
   2016/05/13 by Aghaei, Maedeh, Dimiccoli, Mariella, Radeva, Petia · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Towards social pattern characterization in egocentric photo-streams
   2017/09/05 by Aghaei, Maedeh, Dimiccoli, Mariella, Ferrer, Cristian Canton +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Recognizing Activities of Daily Living from Egocentric Images
   2017/04/13 by Alejandro Cartas, Cartas, Alejandro, Juan Marín +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition #IoT and Edge/Fog Computing
8. Enhancing temporal segmentation by nonlocal self-similarity
   2019/06/14 by Dimiccoli, Mariella, Wendt, Herwig · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
9. Interaction-GCN: A Graph Convolutional Network based framework for social interaction recognition in egocentric videos
   2021/04/28 by Felicioni, Simone, Dimiccoli, Mariella · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. 3M-TRANSFORMER: A Multi-Stage Multi-Stream Multimodal Transformer for Embodied Turn-Taking Prediction
    2023/10/23 by Fatan, Mehdi, Mincato, Emanuele, Pintzou, Dimitra +1 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. Movie Facts and Fibs (MF²): A Benchmark for Long Movie Understanding
    2025/06/06 by Emmanouil Zaranis, António Farinhas, Zaranis, Emmanouil +59 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling