Talks

Talks and other presentations 📯

This static site will not be updated please go to https://celiacintas.io/talks for the latest talks.

2022

• (English) Foundational Robustness of Foundation Models Tutorial @ NeurIPS 2022 - Panel Discussion - 🗓 December 2022.
• (Español) PyData Panamá - Charla Invitada: Detección de valores atípicos en modelos de aprendizaje profundo - 🗓 Noviembre 2022.
• (English) ODSC West 2022 - Invited talk: A Tale of Adversarial Attacks & Out-of-Distribution Detection Stories in the Activation Space - 🗓 Noviembre 2022.
• (English) LatinX in CV Workshop at ECCV 2022 - Keynote: Towards novelty characterization of creative processes in the activation space of generative models - October 2022. [slides]
• (Español) SciPy Latinamerica 2022 - Keynote: Hacia modelos de aprendizaje automático más robustos y equitativos - Septiembre 2022. [slides]
• (English) AdvML Frontiers @ ICML 2022 - Keynote: A tale of adversarial attacks & out-of-distribution detection stories in the activation space - July 2022.
• (English) New Frontiers Workshop Series on Generative AI (WEITA) - Invited talk: Towards novelty characterization of creative processes via pattern detection in the activation space of generative models - July 2022.
• (English) IJCAI 2022 - Towards Creativity Characterization of Generative Models via Group-based Subset Scanning - July 2022. [slides (reduced size pdf)]
• (English) IEEE Women in Engineering International Leadership Conference 2022 - Towards Fairness & Robustness in Machine Learning for Dermatology - June 2022.
• (English) WDS 2022 - Invited talk on Inspiring Women Data Scientists – sharing their journey - March 2022.

2021

• (English) The Responsible AI Forum - Invited panel discussion on Diversity and Inclusiveness in Responsible AI - December 2021.
• (Español) XVI Jornadas de Informatica en Salud - Simposio AI - Hacia modelos de aprendizaje automático más robustos y equitativos en dermatología. [slides]
• (English) AMIA 2021 - Skin-tone Representation Analysis in Dermatology Academic Materials.
• (English) AMIA 2021 - Sequential Uptake Pattern Discovery for Family Planning Studies.
• (Español) Nerdearla 2021 - Episodio IV: Detección de valores atípicos en modelos de aprendizaje profundo. [slides]
• (English) 3rd MICCAI Workshop on Domain Adaptation and Representation Transfer (DART) - Keynote: Towards Fairness & Robustness in Machine Learning for Dermatology. [slides (long version)]
• (English) What’s Next In AI - Seminar Series Africa - Towards Fairness & Robustness in Machine Learning for Dermatology. [slides]
• (Español) FemIT 2021 - Keynote: Erase una vez en una galaxia muy muy lejana, entre ataques adversarios y detección de valores atípicos en sistemas de aprendizaje profundo. [slides]
• (English) Women in ML (WiML) @ ICML 2021 - Invited talk: Towards Fairness & Robustness in Machine Learning for Dermatology. [slides (short version)]
• (English) LatinX in AI (LXAI) Research at ICML 2021 - Keynote: A tale of adversarial attacks & out-of-distribution detection stories. [slides]
• (English) Data Science For Social Good (DSSGx UK) 2021 - Invited talk: Towards Fairness & Robustness in Machine Learning for Dermatology. [slides (long version)]
• (Español) Ciencia en español: IA para la investigación biomédica - Aprendizaje Automático y Equidad en Dermatología. [slides]
• (English) TrustML Series - A tale of adversarial attacks & out-of-distribution detection stories. [slides (long version)][video]
• (English) IJCAI 2020 - Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error. [slides (short version)]

2020

• (English) NIH State of Data Science Series (SODS) - Panel discussion on Biomedical Imaging: Acquisition and Analysis [video]
• (English) EEIP Lecture Series - Fairness, Explainability & Robustness in Machine Learning [slides]
• (Español) Panel Egresados UNPSJB - Carreras de Ingeniería y la transformación social: Aprendizaje automático y equidad [slides]
• (Español) Encuentro Becarios Universitarios (Fundación Cimientos)

2019

• (Español) Nerdearla 2019 - GANs y Arqueologia [video]
• (Español) V Encuentro Nacional de Morfometría 2019 - Técnicas para el Análisis de forma automáticos de cerámicas Ibéricas [slides]
• (English) SciPy 2019 - Raiders of the Pottery GAN: Using 3D Generative Adversarial Networks for Data Augmentation in Archaeological Studies [video]