Alessio Quercia

4 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

WACV (3) AAAI (1)

Top co-authors

Hanno Scharr (4) Abigail Morrison (3) Zhuo Cao (3) Arya Bangun (2) Ira Assent (2) Kai Krajsek (2) Erenus Yildiz (1) Richard D. Paul (1) Elisabeth Pfaehler (1) Qin Wang (1)

Research topics

Machine Learning (4) Computer Vision (3) Learning Types · Machine Learning (3) Deep Learning (2) Processing (2) Artificial Intelligence (1) Analysis (1) Application Areas (1) Core AI (1) Domain-Specific (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1)

Keywords

image reconstruction (2) matrix decomposition (1) semantic segmentation (1) multi-task learning (1) transfer learning (1) self-supervised learning (1) data augmentation (1) monocular depth estimation (1) feature representation (1) magnetic resonance imaging (1) diffusion model (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) data efficiency (1) vision foundation model (1) image transformation (1) joint embedding (1) auxiliary learning (1) mri reconstruction (1) 3d imaging (1)

Papers

1LoRA: Summation Compression for Very Low-Rank Adaptation WACV 2026 Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation AAAI 2026 Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks WACV 2025 MRI Reconstruction with Regularized 3D Diffusion Model (R3DM) WACV 2025