Umberto Michieli

IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

Road scenes segmentation across different domains by disentangling latent representations.

[BibT_eX]

[DOI]

Vis. Comput., February, 2024

Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation.

[BibT_eX]

[DOI]

Grigory Malinovsky

Hasan Abed Al Kader Hammoud

CoRR, 2024

Swiss DINO: Efficient and Versatile Vision Framework for On-device Personal Object Search.

[BibT_eX]

[DOI]

CoRR, 2024

Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics.

[BibT_eX]

[DOI]

CoRR, 2024

Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Multimedia Systems Conference, 2024

Object-Conditioned Bag of Instances for Few-Shot Personalized Instance Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

FFT-Based Selection and Optimization of Statistics for Robust Recognition of Severely Corrupted Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Deep Neural Network Models Trained with a Fixed Random Classifier Transfer Better Across Domains.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Model Merging and Safety Alignment: One Bad Model Spoils the Bunch.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

HOP to the Next Tasks and Domains for Continual Learning in NLP.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Federated Learning via Attentive Margin of Semantic Feature Representations.

[BibT_eX]

[DOI]

Marco Toldo

IEEE Internet Things J., January, 2023

SELMA: SEmantic Large-Scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2023

RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Learning from Mistakes: Self-Regularizing Hierarchical Semantic Representations in Point Cloud Segmentation.

[BibT_eX]

[DOI]

Elena Camuffo

Simone Milani

CoRR, 2023

Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Online Continual Learning for Robust Indoor Object Recognition.

[BibT_eX]

[DOI]

IROS, 2023

Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics.

[BibT_eX]

[DOI]

Pablo Peso Parada

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Model for Every User and Budget: Label-Free and Personalized Mixed-Precision Quantization.

[BibT_eX]

[DOI]

Edward Fish

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Fully Automated Scan-to-BIM Via Point Cloud Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Data-Free Model Pruning at Initialization via Expanders.

[BibT_eX]

[DOI]

James Stewart

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Continual coarse-to-fine domain adaptation in semantic segmentation.

[BibT_eX]

[DOI]

Image Vis. Comput., 2022

Edge-Aware Graph Matching Network for Part-Based Semantic Segmentation.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

2021

Knowledge distillation for incremental learning in semantic segmentation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2021

Adapting Segmentation Networks to New Domains by Disentangling Latent Representations.

[BibT_eX]

[DOI]

CoRR, 2021

Prototype Guided Federated Learning of Visual Feature Representations.

[BibT_eX]

[DOI]

CoRR, 2021

Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings.

[BibT_eX]

[DOI]

Marco Toldo

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

RECALL: Replay-based Continual Learning in Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Are All Users Treated Fairly in Federated Learning Systems?

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., 2020

Unsupervised domain adaptation for mobile semantic segmentation based on cycle consistency and feature alignment.

[BibT_eX]

[DOI]

Image Vis. Comput., 2020

Unsupervised Domain Adaptation in Semantic Segmentation: a Review.

[BibT_eX]

[DOI]

CoRR, 2020

Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Region Merging Driven by Deep Learning for RGB-D Segmentation and Labeling.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019

Incremental Learning Techniques for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Unsupervised Domain Adaptation for Semantic Segmentation of Urban Scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Complex Network Analysis of Men Single ATP Tennis Matches.

[BibT_eX]

[DOI]

CoRR, 2018

Game Theoretic Analysis of Road User Safety Scenarios Involving Autonomous Vehicles.

[BibT_eX]

[DOI]