Learning confidence measures in the wild. - Fabio Tosi; Matteo Poggi; Stefano Mattoccia; Alessio Tonioni; Luigi Di Stefano (BMVC, 2017)

Unsupervised Adaptation for Deep Stereo. - Alessio Tonioni; Matteo Poggi; Stefano Mattoccia; Luigi Di Stefano (ICCV, 2017)

Product Recognition in Store Shelves as a Sub-Graph Isomorphism Problem. - Alessio Tonioni; Luigi Di Stefano (ICIAP (1), 2017)

Exploiting semantics in adversarial training for image-level domain adaptation. - Pierluigi Zama Ramirez; Alessio Tonioni; Luigi Di Stefano (IPAS, 2018)

A deep learning pipeline for product recognition on store shelves. - Alessio Tonioni; Eugenio Serra; Luigi Di Stefano (IPAS, 2018)

Learning to Detect Good 3D Keypoints. - Alessio Tonioni; Samuele Salti; Federico Tombari; Riccardo Spezialetti; Luigi Di Stefano (Int. J. Comput. Vis., 2018)

Learning to Adapt for Stereo. - Alessio Tonioni; Oscar Rahnama; Thomas Joy; Luigi Di Stefano; Thalaiyasingam Ajanthan; Philip H. S. Torr (CVPR, 2019)

Real-Time Self-Adaptive Deep Stereo. - Alessio Tonioni; Fabio Tosi; Matteo Poggi; Stefano Mattoccia; Luigi Di Stefano (CVPR, 2019)

Learning Across Tasks and Domains. - Pierluigi Zama Ramirez; Alessio Tonioni; Samuele Salti; Luigi Di Stefano (ICCV, 2019)

Semi-Automatic Labeling for Deep Learning in Robotics. - Daniele De Gregorio; Alessio Tonioni; Gianluca Palli; Luigi Di Stefano (CoRR, 2019)

Domain invariant hierarchical embedding for grocery products recognition. - Alessio Tonioni; Luigi Di Stefano (Comput. Vis. Image Underst., 2019)

Real-Time Highly Accurate Dense Depth on a Power Budget Using an FPGA-CPU Hybrid SoC. - Oscar Rahnama; Tommaso Cavallari; Stuart Golodetz; Alessio Tonioni; Thomas Joy; Luigi Di Stefano; Simon Walker; Philip H. S. Torr (IEEE Trans. Circuits Syst. II Express Briefs, 2019)

Computer Vision and Deep Learning for retail store management. - Alessio Tonioni (2019)

A Divide et Impera Approach for 3D Shape Reconstruction from Multiple Views. - Riccardo Spezialetti; David Joseph Tan; Alessio Tonioni; Keisuke Tateno; Federico Tombari (3DV, 2020)

Unsupervised Domain Adaptation for Depth Prediction from Images. - Alessio Tonioni; Matteo Poggi; Stefano Mattoccia; Luigi Di Stefano (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Semiautomatic Labeling for Deep Learning in Robotics. - Daniele De Gregorio; Alessio Tonioni; Gianluca Palli; Luigi Di Stefano (IEEE Trans Autom. Sci. Eng., 2020)

Unsupervised Novel View Synthesis from a Single Image. - Pierluigi Zama Ramirez; Alessio Tonioni; Federico Tombari (CoRR, 2021)

LegoFormer: Transformers for Block-by-Block Multi-view 3D Reconstruction. - Farid Yagubbayli; Alessio Tonioni; Federico Tombari (CoRR, 2021)

ParGAN: Learning Real Parametrizable Transformations. - Diego Martín Arroyo; Alessio Tonioni; Federico Tombari (CoRR, 2022)

Continual Adaptation for Deep Stereo. - Matteo Poggi; Alessio Tonioni; Fabio Tosi; Stefano Mattoccia; Luigi Di Stefano (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

NeRF-Supervised Deep Stereo. - Fabio Tosi; Alessio Tonioni; Daniele De Gregorio; Matteo Poggi (CVPR, 2023)

NeRF-GAN Distillation for Efficient 3D-Aware Generation with Convolutions. - Mohamad Shahbazi; Evangelos Ntavelis; Alessio Tonioni; Edo Collins; Danda Pani Paudel; Martin Danelljan; Luc Van Gool (ICCV (Workshops), 2023)

LatentSwap3D: Semantic Edits on 3D Image GANs. - Enis Simsar; Alessio Tonioni; Evin Pinar Örnek; Federico Tombari (ICCV (Workshops), 2023)

Batch normalization embeddings for deep domain generalization. - Mattia Segù; Alessio Tonioni; Federico Tombari (Pattern Recognit., 2023)

Learning Good Features to Transfer Across Tasks and Domains. - Pierluigi Zama Ramirez; Adriano Cardace; Luca De Luigi; Alessio Tonioni; Samuele Salti; Luigi Di Stefano (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

TextMesh: Generation of Realistic 3D Meshes From Text Prompts. - Christina Tsalicoglou; Fabian Manhardt; Alessio Tonioni; Michael Niemeyer; Federico Tombari (3DV, 2024)

BRAVE: Broadening the Visual Encoding of Vision-Language Models. - Oguzhan Fatih Kar; Alessio Tonioni; Petra Poklukar; Achin Kulshrestha; Amir Zamir; Federico Tombari (ECCV (16), 2024)

Text-Conditioned Resampler For Long Form Video Understanding. - Bruno Korbar; Yongqin Xian; Alessio Tonioni; Andrew Zisserman; Federico Tombari (ECCV (86), 2024)

InseRF: Text-Driven Generative Object Insertion in Neural 3D Scenes. - Mohamad Shahbazi; Liesbeth Claessens; Michael Niemeyer; Edo Collins; Alessio Tonioni; Luc Van Gool; Federico Tombari (CoRR, 2024)

UIP2P: Unsupervised Instruction-based Image Editing via Cycle Edit Consistency. - Enis Simsar; Alessio Tonioni; Yongqin Xian; Thomas Hofmann 001; Federico Tombari (CoRR, 2024)

TouchSDF: A DeepSDF Approach for 3D Shape Reconstruction Using Vision-Based Tactile Sensing. - Mauro Comi; Yijiong Lin; Alex Church; Alessio Tonioni; Laurence Aitchison; Nathan F. Lepora (IEEE Robotics Autom. Lett., 2024)

Snap-it, Tap-it, Splat-it: Tactile-Informed 3D Gaussian Splatting for Reconstructing Challenging Surfaces. - Mauro Comi; Alessio Tonioni; Jonathan Tremblay; Max Yang; Valts Blukis; Yijiong Lin; Nathan F. Lepora; Laurence Aitchison (3DV, 2025)

Zero-Shot Styled Text Image Generation, but Make It Autoregressive. - Vittorio Pippi; Fabio Quattrini; Silvia Cascianelli; Alessio Tonioni; Rita Cucchiara (CVPR, 2025)

Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos. - Chiara Plizzari; Alessio Tonioni; Yongqin Xian; Achin Kulshrestha; Federico Tombari (CVPR, 2025)

Active Data Curation Effectively Distills Large-Scale Multimodal Models. - Vishaal Udandarao; Nikhil Parthasarathy; Muhammad Ferjad Naeem; Talfan Evans; Samuel Albanie; Federico Tombari; Yongqin Xian; Alessio Tonioni; Olivier J. Hénaff (CVPR, 2025)

Test-Time Visual In-Context Tuning. - Jiahao Xie; Alessio Tonioni; Nathalie Rauschmayr; Federico Tombari; Bernt Schiele (CVPR, 2025)

LIME: Localized Image Editing via Attention Regularization in Diffusion Models. - Enis Simsar; Alessio Tonioni; Yongqin Xian; Thomas Hofmann 001; Federico Tombari (WACV, 2025)