Archivio Istituzionale della RicercaAIELLO, EMANUELE
AIELLO, EMANUELE
Dipartimento di Elettronica e Telecomunicazioni
055658
DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
2025 Aiello, E.; Michieli, U.; Valsesia, D.; Ozay, M.; Magli, E.
Generative and Multimodal Learning for Vision and Language
2025 Aiello, Emanuele
Fast Inference in Denoising Diffusion Models via MMD Finetuning
2024 Aiello, Emanuele; Valsesia, Diego; Magli, Enrico
MOTIONCRAFT: Physics-based Zero-Shot Video Generation
2024 Montanaro, A.; SAVANT AIRA, Luca; Aiello, E.; Valsesia, D.; Magli, E.
Synthetic Data Pretraining for Hyperspectral Image Super-Resolution
2024 Aiello, E.; Agarla, M.; Valsesia, D.; Napoletano, P.; Bianchi, T.; Magli, E.; Schettini, R.
Jointly Training Large Autoregressive Multimodal Models
2023 Aiello, Emanuele; Yu, Lili; Nie, Yixin; Aghajanyan, Armen; Oguz, Barlas
Cross-modal Learning for Image-Guided Point Cloud Shape Completion
2022 Aiello, E.; Valsesia, D.; Magli, E.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching / Aiello, E.; Michieli, U.; Valsesia, D.; Ozay, M.; Magli, E.. - (2025), pp. 12480-12489. ( 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025 Nashville (USA) 10-17 June 2025) [10.1109/CVPR52734.2025.01164]. | 1-gen-2025 | Aiello E.Valsesia D.Magli E. + | Aiello_DreamCache_Finetuning-Free_Lightweight_Personalized_Image_Generation_via_Feature_Caching_CVPR_2025_paper.pdf; Personalized_image_generation___Emanuele-3_compressed.pdf |
| Generative and Multimodal Learning for Vision and Language / Aiello, Emanuele. - (2025 Mar 25), pp. 1-152. [10.13121/polito/porto/2998733] | 25-mar-2025 | AIELLO, EMANUELE | conv_phd_dissertation_revised.pdf; conv_dissertation_synthesis.pdf |
| Fast Inference in Denoising Diffusion Models via MMD Finetuning / Aiello, Emanuele; Valsesia, Diego; Magli, Enrico. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 106912-106923. [10.1109/access.2024.3436698] | 1-gen-2024 | Aiello, EmanueleValsesia, DiegoMagli, Enrico | Fast_Inference_in_Denoising_Diffusion_Models_via_MMD_Finetuning.pdf |
| MOTIONCRAFT: Physics-based Zero-Shot Video Generation / Montanaro, A.; SAVANT AIRA, Luca; Aiello, E.; Valsesia, D.; Magli, E.. - 37:(2024). ( 38th Conference on Neural Information Processing Systems, NeurIPS 2024 Vancouver (Can) 10 - 15 December 2024). | 1-gen-2024 | Montanaro A.Aira Savant LucaAiello E.Valsesia D.Magli E. | NeurIPS-2024-motioncraft-physics-based-zero-shot-video-generation-Paper-Conference_compressed-1.pdf; Flow_based_video_generation-4_compressed.pdf |
| Synthetic Data Pretraining for Hyperspectral Image Super-Resolution / Aiello, E.; Agarla, M.; Valsesia, D.; Napoletano, P.; Bianchi, T.; Magli, E.; Schettini, R.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 65024-65031. [10.1109/ACCESS.2024.3396990] | 1-gen-2024 | Aiello E.Agarla M.Valsesia D.Bianchi T.Magli E. + | Synthetic_Data_Pretraining_for_Hyperspectral_Image_Super-Resolution.pdf |
| Jointly Training Large Autoregressive Multimodal Models / Aiello, Emanuele; Yu, Lili; Nie, Yixin; Aghajanyan, Armen; Oguz, Barlas. - ELETTRONICO. - (2023). ( International Conference on Learning Representations Vienna (Austria) Aprile 2024). | 1-gen-2023 | Emanuele Aiello + | Aiello-Jointly.pdf |
| Cross-modal Learning for Image-Guided Point Cloud Shape Completion / Aiello, E.; Valsesia, D.; Magli, E.. - ELETTRONICO. - 35:(2022). ( 36th Conference on Neural Information Processing Systems, NeurIPS 2022 New Orleans, USA November 28th through December 9th, 2022). | 1-gen-2022 | Aiello E.Valsesia D.Magli E. | aiello_neurips22.pdf |