Publications

Journal Articles


Conference Papers


CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024

J. Chen, D. You, D. Gündüz and P. L. Dragotti, “CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models,” ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic of, 2024, pp. 6675-6679, doi: 10.1109/ICASSP48485.2024.10448462.

Paper

A Hallucination Metric and Correction Scheme for Diffusion-Based Image Restoration

Published in IEEE International Workshop on Machine Learning for Signal Processing, 2024

D. Siromani, D. You and P. L. Dragotti, “A Hallucination Metric and Correction Scheme for Diffusion-Based Image Restoration,” 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP), London, United Kingdom, 2024, pp. 1-6, doi: 10.1109/MLSP58920.2024.10734729.

Paper

INDigo: An INN-Guided Probabilistic Diffusion Algorithm for Inverse Problems

Published in IEEE International Workshop on Multimedia Signal Processing, 2024

D. You, A. Floros and P. L. Dragotti, “INDigo: An INN-Guided Probabilistic Diffusion Algorithm for Inverse Problems,” 2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP), Poitiers, France, 2023, pp. 1-6, doi: 10.1109/MMSP59012.2023.10337733.

Paper

ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing

Published in IEEE International Conference on Multimedia and Expo (ICME), 2021

D. You, J. Xie and J. Zhang, “ISTA-NET++: Flexible Deep Unfolding Network for Compressive Sensing,” 2021 IEEE International Conference on Multimedia and Expo (ICME), Shenzhen, China, 2021, pp. 1-6, doi: 10.1109/ICME51207.2021.9428249.

Paper  Code