Elisa Ricci
Full Professor
About
Contact & Online Profiles
Elisa Ricci is a Full Professor in the Department of Information Engineering and Computer Science (DISI) at the University of Trento and a Senior Researcher at Fondazione Bruno Kessler (FBK). She is the scientific manager of the Joint Laboratory on Vision and Learning between FBK and DISI. Her research interests are mainly in the areas of computer vision, robotics, machine learning, and human behaviour analysis.
Papers
TMLR 2025
Unlearning Personal Data from a Single Image
Authors: Thomas De Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci
ACM Multimedia 2024
AL-GTD: Deep Active Learning for Gaze Target Detection
Authors: Francesco Tonini, Nicola Dall'Asen, Lorenzo Vaquero, Cigdem Beyan, Elisa Ricci
CVIU 2024
Delving into CLIP latent space for Video Anomaly Recognition
Authors: Luca Zanella, Benedetta Liberatori, Willi Menapace, Fabio Poiesi, Yiming Wang, Elisa Ricci
CVPR 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection
Authors: Luca Zanella, Willi Menapace, Massimiliano Mancini, Yiming Wang, Elisa Ricci
CVPR 2024
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning
Authors: Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci
CVPR 2024
SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
Authors: Mingxuan Liu, Tyler L. Hayes, Gabriela Csurka, Elisa Ricci, Riccardo Volpi
CVPR 2024
Test-Time Zero-Shot Temporal Action Localization
Authors: Benedetta Liberatori, Alessandro Conti, Paolo Rota, Yiming Wang, Elisa Ricci
CoLLAs 2024
Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning
Authors: Thomas De Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci
ICLR 2024
Democratizing Fine-grained Visual Recognition with Large Language Models
Authors: Mingxuan Liu, Subhankar Roy, Wenjing Li, Zhun Zhong, Niculae Sebe, Elisa Ricci
ICPR 2024
Conditioned Prompt-Optimization for Continual Deepfake Detection
Authors: Francesco Laiti, Benedetta Liberatori, Thomas De Min, Elisa Ricci
ICPR 2024
Text-Enhanced Zero-Shot Action Recognition: A training-free approach
Authors: Massimo Bosetti, Shibingfeng Zhang, Bendetta Liberatori, Giacomo Zara, Elisa Ricci, Paolo Rota
NeurIPS 2024
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
Authors: Matteo Farina, Gianni Franchi, Giovanni Iacca, Massimiliano Mancini, Elisa Ricci
CVPR 2023
AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation
Authors: Giacomo Zara, Subhankar Roy, Paolo Rota, Elisa Ricci
CVPR 2023
Novel Class Discovery for 3D Point Cloud Semantic Segmentation
Authors: Luigi Riz, Cristiano Saltori, Elisa Ricci, Fabio Poiesi
CVPR 2023
Quantum Multi-Model Fitting
Authors: Matteo Farina, Luca Magri, Willi Menapace, Elisa Ricci, Vladislav Golyanik, Federica Arrigoni
ICCV 2023
A soft nearest-neighbor framework for continual semi-supervised learning
Authors: Zhiqi Kang, Enrico Fini, Moin Nabi, Elisa Ricci, Karteek Alahari
ICCV 2023
Object-aware Gaze Target Detection
Authors: Francesco Tonini, Nicola Dall’Asen, Cigdem Beyan, Elisa Ricci
ICCV 2023
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers
Authors: Thomas De Min, Massimiliano Mancini, Karteek Alahari, Xavier Alameda-Pineda, Elisa Ricci
ICCV 2023
The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation
Authors: Giacomo Zara, Alessandro Conti, Subhankar Roy, Stéphane Lathuilière, Paolo Rota, Elisa Ricci
ICCV 2023
Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation
Authors: Cristiano Saltori, Aljoša Ošep, Elisa Ricci, Laura Leal-Taixé
ICIAP 2023
Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations
Authors: Anil Osman Tur, Nicola Dall'Asen, Cigdem Beyan, Elisa Ricci
ICIP 2023
Exploring Diffusion Models for Unsupervised Video Anomaly Detection
Authors: Anil Osman Tur, Nicola Dall'Asen, Cigdem Beyan, Elisa Ricci
IEEE TPAMI 2023
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation
Authors: Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Niculae Sebe, Fabio Poiesi, Elisa Ricci
NeurIPS 2023
Vocabulary-free Image Classification
Authors: Alessandro Conti, Enrico Fini, Massimiliano Mancini, Yiming Wang, Elisa Ricci
WACV 2023
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing
Authors: Giulio Mattolin, Luca Zanella, Elisa Ricci, Yiming Wang
WACV 2023
Overlap-guided Gaussian Mixture Model for Point Cloud Registration
Authors: Guofeng Mei, Fabio Poiesi, Cristiano Saltori, Jian Zhang, Elisa Ricci, Niculae Sebe
BMVC 2022
Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition
Authors: Alessandro Conti, Paolo Rota, Yiming Wang, Elisa Ricci
BMVC 2022
Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding
Authors: Guofeng Mei, Cristiano Saltori, Fabio Poiesi, Jian Zhang, Elisa Ricci, Niculae Sebe, Qiang Wu
CVPR 2022
Playable Environments: Video Manipulation in Space and Time
Authors: Willi Menapace, Stéphane Lathuilière, Aliaksandr Siarohin, Christian Theobalt, Sergey Tulyakov, Vladislav Golyanik, Elisa Ricci
CVPR 2022
Self-Supervised Models are Continual Learners
Authors: Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda, Elisa Ricci, Karteek Alahari, Julien Mairal
ECCV 2022
Class-incremental Novel Class Discovery
Authors: Subhankar Roy, Mingxuan Liu, Zhun Zhong, Niculae Sebe, Elisa Ricci
ECCV 2022
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation
Authors: Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Niculae Sebe, Elisa Ricci, Fabio Poiesi
ECCV 2022
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation
Authors: Cristiano Saltori, Evgeny Krivosheev, Stéphane Lathuilière, Niculae Sebe, Fabio Galasso, Giuseppe Fiameni, Elisa Ricci, Fabio Poiesi
ECCV 2022
Quantum Motion Segmentation
Authors: Federica Arrigoni, Willi Menapace, Marcel Seelbach Benkner, Elisa Ricci, Vladislav Golyanik
ICMI 2022
Multimodal Across Domains Gaze Target Detection
Authors: Francesco Tonini, Cigdem Beyan, Elisa Ricci
ICPR 2022
Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss
Authors: Riccardo Franceschini, Enrico Fini, Cigdem Beyan, Alessandro Conti, Federica Arrigoni, Elisa Ricci
ICPR 2022
Unsupervised Domain Adaptation for Video Transformers in Action Recognition
Authors: Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Niculae Sebe, Vittorio Murino, Elisa Ricci
IEEE TPAMI 2022
Revisiting Viewing Graph Solvability: an Effective Approach Based on Cycle Consistency
Authors: Federica Arrigoni, Andrea Fusiello, Romeo Rizzi, Elisa Ricci, Tomas Pajdla
IEEE Trans. Image Process. 2022
Variational Structured Attention Networks for Deep Visual Representation Learning
Authors: Guanglei Yang, Paolo Rota, Xavier Alameda-Pineda, Dan Xu, Mingli Ding, Elisa Ricci
IEEE Trans. Multimedia 2022
Continual Attentive Fusion for Incremental Learning in Semantic Segmentation
Authors: Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Hao Tang, Xavier Alameda-Pineda, Elisa Ricci
IJCV 2022
Multi-frame motion segmentation by combining two-frame results
Authors: Federica Arrigoni, Elisa Ricci, Tomas Pajdla
TPAMI 2022
Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation
Authors: Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Moin Nabi, Xavier Alameda-Pineda, Elisa Ricci
WACV 2022
Dual-Head Contrastive Domain Adaptation for Video Action Recognition
Authors: Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Niculae Sebe, Vittorio Murino, Elisa Ricci
ICPR 2021
Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation
Authors: Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai
3DV 2020
SF-UDA<sup>3D</sup>: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection
Authors: Cristiano Saltori, Stéphane Lathuiliére, Niculae Sebe, Elisa Ricci, Fabio Galasso
ECCV 2020
Learning to Cluster under Domain Shift
Authors: Willi Menapace, Stéphane Lathuilière, Elisa Ricci
ECCV 2020
Online Continual Learning under Extreme Memory Constraints
Authors: Enrico Fini, Stéphane Lathuilière, Enver Sangineto, Moin Nabi, Elisa Ricci
ECCV 2020
Towards Generalization Across Depth for Monocular 3D Object Detection
Authors: Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Elisa Ricci, Peter Kontschieder
IEEE Trans. Med. Imaging 2020
Deep learning for classification and localization of COVID-19 markers in point-of-care lung ultrasound
Authors: Subhankar Roy, Willi Menapace, Sebastiaan Oei, Ben Luijten, Enrico Fini, Cristiano Saltori, Iris Huijben, Nishith Chennakeshava, Federico Mento, Alessandro Sentelli, Emanuele Peschiera, Riccardo Trevisan, Giovanni Maschietto, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Paolo Rota, Andrea Passerini, Ruud J G van Sloun, Elisa Ricci, Libertario Demi
IEEE Transactions on Multimedia (TMM) 2020
Learning How to Smile: Expression Video Generation with Conditional Adversarial Recurrent Nets
Authors: Wei Wang, Xavier Alameda-Pineda, Dan Xu, Elisa Ricci, Niculae Sebe
arXiv 2020
Demystifying Pseudo-LiDAR for Monocular 3D Object Detection
Authors: Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Elisa Ricci
CVPR 2019
Unsupervised domain adaptation using feature-whitening and consensus loss
Authors: Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulo, Niculae Sebe, Elisa Ricci
CVPR 2018
Every Smile is Unique: Landmark-Guided Diverse Smile Generation
Authors: Wei Wang, Xavier Alameda-Pineda, Dan Xu, Pascal Fua, Elisa Ricci, Niculae Sebe