Isabel Rio-Torto

19 papers A* 1Misc 1Journal 9Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	WeNLEX: Weakly Supervised Natural Language Explanations for Multilabel Chest X-ray Classification. CoRR Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira
2025	J	`jnl`	CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification. CoRR Cristiano Patrício, Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira, João C. Neves
2025	J	`jnl`	CBVLM: Training-free explainable concept-based Large Vision Language Models for medical image classification. Comput. Biol. Medicine Cristiano Patrício, Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira, João Neves
2024	—	`conf`	On the Suitability of B-cos Networks for the Medical Domain. ISBI Isabel Rio-Torto, Tiago Gonçalves, Jaime S. Cardoso, Luís F. Teixeira
2024	—	`conf`	Parameter-Efficient Generation of Natural Language Explanations for Chest X-ray Classification. MIDL Isabel Rio-Torto, Jaime S. Cardoso, Luís Filipe Teixeira
2023	—	`conf`	DeViL: Decoding Vision features into Language. DAGM Meghal Dani, Isabel Rio-Torto, Stephan Alaniz, Zeynep Akata
2023	J	`jnl`	DeViL: Decoding Vision features into Language. CoRR Meghal Dani, Isabel Rio-Torto, Stephan Alaniz, Zeynep Akata
2023	—	`conf`	Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical Caption 2023. CLEF (Working Notes) Isabel Rio-Torto, Cristiano Patrício, Helena Montenegro, Tiago Gonçalves, Jaime S. Cardoso
2023	—	`conf`	Evaluating Privacy on Synthetic Images Generated using GANs: Contributions of the VCMI Team to ImageCLEFmedical GANs 2023. CLEF (Working Notes) Helena Montenegro, Pedro C. Neto, Cristiano Patrício, Isabel Rio-Torto, Tiago Gonçalves, Luís F. Teixeira
2023	J	`jnl`	Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition. Mach. Vis. Appl. Eduardo Castro, Pedro M. Ferreira, Ana Rebelo, Isabel Rio-Torto, Leonardo Capozzi, Mafalda Falcão Ferreira, Tiago Gonçalves, Tomé Albuquerque, Wilson Silva, Carolina Afonso, Ricardo Gamelas Sousa, Claudio Cimarelli, Nadia Daoudi, Gabriel Moreira, Hsiu-Yu Yang, Ingrid Hrga, Javed Ahmad, Monish Keswani, Sofia C. Beco
2023	A*	`conf`	In-Context Impersonation Reveals Large Language Models' Strengths and Biases. NeurIPS Leonard Salewski, Stephan Alaniz, Isabel Rio-Torto, Eric Schulz, Zeynep Akata
2023	J	`jnl`	In-Context Impersonation Reveals Large Language Models' Strengths and Biases. CoRR Leonard Salewski, Stephan Alaniz, Isabel Rio-Torto, Eric Schulz, Zeynep Akata
2022	J	`jnl`	A Survey on Attention Mechanisms for Medical Applications: are we Moving Toward Better Algorithms? IEEE Access Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso
2022	J	`jnl`	A survey on attention mechanisms for medical applications: are we moving towards better algorithms? CoRR Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso
2022	—	`conf`	Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical 2022 Caption. CLEF (Working Notes) Isabel Rio-Torto, Cristiano Patrício, Helena Montenegro, Tiago Gonçalves
2022	Misc	`conf`	From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural Language Explanation Generation. IbPRIA Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira
2021	—	`conf`	Improving Automatic Quality Inspection in the Automotive Industry by Combining Simulated and Real Data. ISVC (1) Pedro Pinho, Isabel Rio-Torto, Luís F. Teixeira
2020	J	`jnl`	Understanding the decisions of CNNs: An in-model approach. Pattern Recognit. Lett. Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira
2019	—	`conf`	Towards a Joint Approach to Produce Decisions and Explanations Using CNNs. IbPRIA (1) Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira