Cristian Canton Ferrer
Menlo School(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Generative Adversarial Networks and Image Synthesis, Human Pose and Action Recognition, Ethics and Social Impacts of AI, Anomaly Detection Techniques and Applications
Most-Cited Works
- → Llama 2: Open Foundation and Fine-Tuned Chat Models(2023)2,592 cited
- → Training deep networks for facial expression recognition with crowd-sourced label distribution(2016)847 cited
- → Code Llama: Open Foundation Models for Code(2023)392 cited
- → Emotion recognition in the wild from videos using images(2016)165 cited
- → The Deepfake Detection Challenge (DFDC) Preview Dataset(2019)157 cited
- → Learning by Tracking: Siamese CNN for Robust Target Association(2016)78 cited
- → Generating High Fidelity Data from Low-density Regions using Diffusion Models(2022)38 cited
- → On responsible machine learning datasets emphasizing fairness, privacy and regulatory norms with examples in biometrics and healthcare(2024)27 cited
- → Exposing Vulnerabilities of Deepfake Detection Systems with Robust Attacks(2021)26 cited
- → A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others(2023)22 cited