Alessio Quercia

13 papers A* 2A 2Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Least but not Last: Fine-tuning Intermediate Principal Components for Better Performance-Forgetting Trade-Offs. CoRR Alessio Quercia, Arya Bangun, Ira Assent, Hanno Scharr
2026	A*	`conf`	Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation. AAAI Qin Wang, Alessio Quercia, Benjamin Bruns, Abigail Morrison, Hanno Scharr, Kai Krajsek
2025	J	`jnl`	1LoRA: Summation Compression for Very Low-Rank Adaptation. CoRR Alessio Quercia, Zhuo Cao, Arya Bangun, Richard D. Paul, Abigail Morrison, Ira Assent, Hanno Scharr
2025	A	`conf`	Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks. WACV Alessio Quercia, Erenus Yildiz, Zhuo Cao, Kai Krajsek, Abigail Morrison, Ira Assent, Hanno Scharr
2025	J	`jnl`	Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks. CoRR Alessio Quercia, Erenus Yildiz, Zhuo Cao, Kai Krajsek, Abigail Morrison, Ira Assent, Hanno Scharr
2025	J	`jnl`	Focal Sampling: SGD biased towards early important samples for efficient image classification with augmentation selection. Knowl. Inf. Syst. Alessio Quercia, Fernanda Nader, Abigail Morrison, Hanno Scharr, Ira Assent
2025	A	`conf`	MRI Reconstruction with Regularized 3D Diffusion Model (R3DM). WACV Arya Bangun, Zhuo Cao, Alessio Quercia, Hanno Scharr, Elisabeth Pfaehler
2025	J	`jnl`	Physics-Guided Diffusion Priors for Multi-Slice Reconstruction in Scientific Imaging. CoRR Laurentius Valdy, Richard D. Paul, Alessio Quercia, Zhuo Cao, Xuan Zhao, Hanno Scharr, Arya Bangun
2024	J	`jnl`	MRI Reconstruction with Regularized 3D Diffusion Model (R3DM). CoRR Arya Bangun, Zhuo Cao, Alessio Quercia, Hanno Scharr, Elisabeth Pfaehler
2024	J	`jnl`	Parameter-efficient Bayesian Neural Networks for Uncertainty-aware Depth Estimation. CoRR Richard D. Paul, Alessio Quercia, Vincent Fortuin, Katharina Nöh, Hanno Scharr
2024	J	`jnl`	Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations. Future Gener. Comput. Syst. Xin Liu, Mario Rüttgers, Alessio Quercia, Romain Egele, Elisabeth Pfaehler, Rushikesh Shende, Marcel Aach, Wolfgang Schröder, Prasanna Balaprakash, Andreas Lintermann
2023	A*	`conf`	SGD Biased towards Early Important Samples for Efficient Training. ICDM Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent
2021	—	`conf`	Preictal onset detection through unsupervised clustering for epileptic seizure prediction. ICDH Alessio Quercia, Thomas Frick, Fabian Emanuel Egli, Nicholas Pullen, Isabelle Dupanloup, Jianbin Tang, Umar Asif, Stefan Harrer, Thomas Brunschwiler