Marcello Pelillo

1. Semantic Change Detection with Asymmetric Siamese Networks
   2020/10/12 by Kunping Yang, Gui-Song Xia, Yang, Kunping +11 · 10 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and Land Use #Remote Sensing in Agriculture #Remote-Sensing Image Classification
2. DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects
   2018/03/27 by Lukas Tuggener, Ismail Elezi, Tuggener, Lukas +7 · 5 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Music and Audio Processing #Speech and Audio Processing
3. The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison\n Linear Classifiers?
   2021/03/23 by Antonio Emanuele Ciná, Sebastiano Vascon, Cinà, Antonio Emanuele +9 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
4. Re-assembling the past: The RePAIR dataset and benchmark for real world 2D and 3D puzzle solving
   2024/10/25 by Theodore Tsesmelis, Tsesmelis, Theodore, Palmieri, Luca +41 · 10 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Robotics and Sensor-Based Localization
5. Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition
   2019/06/04 by Chu Wang, Wang, Chu, Marcello Pelillo +3 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
6. σ-zero: Gradient-based Optimization of ℓ₀-norm Adversarial Examples
   2024/02/02 by Antonio Emanuele Ciná, Francesco Villani, Cinà, Antonio Emanuele +9 · 2 citations
   Computer Science · #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
7. The Group Loss++: A deeper look into group loss for deep metric learning
   2022/04/04 by Ismail Elezi, Jenny Seidenschwarz, Elezi, Ismail +11 · 1 citation
   Computer Science · Immunology and Microbiology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Immune responses and vaccinations #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
8. Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training
   2023/07/01 by Dario Lazzaro, Lazzaro, Dario, Antonio Emanuele Ciná +11 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications