COSCIA, PASQUALE
COSCIA, PASQUALE
Dipartimento di Informatica Giovanni Degli Antoni
Tree-based optimization for image-to-image translation with imbalanced datasets on the edge
2023 P. Coscia, A. Genovese, V. Piuri, F. Rundo, F. Scotti
Adversarial defect synthesis for industrial products in low data regime
2023 P. Coscia, A. Genovese, F. Scotti, V. Piuri
Applications and limits of image-to-image translation models
2023 P. Coscia, A. Genovese, F. Scotti, V. Piuri
Explainability and interpretability concepts for edge AI systems
2023 O. Vermesan, V. Piuri, F. Scotti, A. Genovese, R.D. Labati, P. Coscia
How many Observations are Enough? Knowledge Distillation for Trajectory Forecasting
2022 A. Monti, A. Porrello, S. Calderara, P. Coscia, L. Ballan, R. Cucchiara
Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction
2022 L.F. Chiara, P. Coscia, S. Das, S. Calderara, R. Cucchiara, L. Ballan
Early Pedestrian Intent Prediction via Features Estimation
2022 N. Osman, E. Cancelli, G. Camporese, P. Coscia, L. Ballan
SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos
2021 N. Osman, G. Camporese, P. Coscia, L. Ballan
AC-VRNN: Attentive Conditional-VRNN for multi-future trajectory prediction
2021 A. Bertugli, S. Calderara, P. Coscia, L. Ballan, R. Cucchiara
A CNN-RNN framework for image annotation from visual cues and social network metadata
2020 T. Tesan, P. Coscia, L. Ballan
Linear Artificial Forces for Human Dynamics in Complex Contexts
2020 P. Coscia, L. Ballan, F.A.N. Palmieri, A. Alahi, S. Savarese
Knowledge distillation for action anticipation via label smoothing
2020 G. Camporese, P. Coscia, A. Furnari, G.M. Farinella, L. Ballan
Social and scene-aware trajectory prediction in crowded spaces
2019 M. Lisotto, P. Coscia, L. Ballan
Multiple Ornstein-Uhlenbeck processes for maritime traffic graph representation
2018 P. Coscia, P. Braca, L.M. Millefiori, F.A.N. Palmieri, P. Willett
Unsupervised Maritime Traffic Graph Learning with Mean-Reverting Stochastic Processes
2018 P. Coscia, F.A.N. Palmieri, P. Braca, L.M. Millefiori, P. Willett
Long-term path prediction in urban scenarios using circular distributions
2018 P. Coscia, F. Castaldo, F.A.N. Palmieri, A. Alahi, S. Savarese, L. Ballan
3-D hand pose estimation from kinect’s point cloud using appearance matching
2016 P. Coscia, F.A.N. Palmieri, F. Castaldo, A. Cavallo
Point-based path prediction from polar histograms
2016 P. Coscia, F. Castaldo, F.A.N. Palmieri, L. Ballan, A. Alahi, S. Savarese