Imanol G. Estepa
PhD Student under Prof. Petia Radeva working on Unified Self-supervised deep learning and Image Generation
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imagonzpa@gmail.com
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Profile summary
Imanol G. Estepa is a PhD student under the supervision of Prof. Petia Radeva at the University of Barcelona. Throughout his studies, he has shown expertise in Self-supervised representation learning, collaborating on international projects and publishing his research at major computer vision and machine learning conferences. He completed a Computer Science bachelor's degree at the University of Deusto and moved to Barcelona to continue his studies with a master's degree in Artificial Intelligence from the Universitat Politècnica de Catalunya. His current research focuses on Unified Self-supervised deep learning, bringing together Image Generation algorithms and modern Self-supervised approaches.
Latest publications
Imanol G. Estepa has 4 publications on Google Scholar.
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All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction
2023 | Imanol G Estepa, Ignacio Sarasúa, Bhalaji Nagarajan, Petia Radeva | Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
F2-Net: Feature Finding Network for Long-Tailed Fine-Grained Food Recognition
2023 | Jesús M Rodríguez-de-Vera, Imanol G Estepa, Marc Bolaños, Bhalaji Nagarajan, Petia Radeva | Authorea Preprints, 2023
Dining on Details: LLM-Guided Expert Networks for Fine-Grained Food Recognition
2023 | Jesús M Rodríguez-de-Vera, Pablo Villacorta, Imanol G Estepa, Marc Bolaños, Ignacio Sarasúa, Bhalaji Nagarajan, Petia Radeva | Proceedings of the 8th International Workshop on Multimedia Assisted Dietary …, 2023
Good Fences Make Good Neighbours
2023 | Imanol G Estepa, Jesús Rodríguez-de-Vera, Bhalaji Nagarajan, Petia Radeva | Proceedings of the IEEE/CVF International Conference on Computer Vision, 216-226, 2023
