Ahmed, Faruk

9 publications

ICCV 2025 ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-Task Learning in Digital Pathology Vishwesh Ramanathan, Tony Xu, Pushpak Pati, Faruk Ahmed, Maged Goubran, Anne L. Martel

ICLR 2021 Integrating Categorical Semantics into Unsupervised Domain Translation Samuel Lavoie-Marchildon, Faruk Ahmed, Aaron Courville

ICLR 2021 Systematic Generalisation with Group Invariant Predictions Faruk Ahmed, Yoshua Bengio, Harm van Seijen, Aaron Courville

AAAI 2020 Detecting Semantic Anomalies Faruk Ahmed, Aaron C. Courville

UAI 2019 Probability Distillation: A Caveat and Alternatives Chin-Wei Huang, Faruk Ahmed, Kundan Kumar, Alexandre Lacoste, Aaron Courville

NeurIPS 2017 Improved Training of Wasserstein GANs Ishaan Gulrajani, Faruk Ahmed, Martin Arjovsky, Vincent Dumoulin, Aaron C. Courville

ICLR 2017 PixelVAE: A Latent Variable Model for Natural Images Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taïga, Francesco Visin, David Vázquez, Aaron C. Courville

ICLR 2016 Reducing Overfitting in Deep Networks by Decorrelating Representations Michael Cogswell, Faruk Ahmed, Ross B. Girshick, Larry Zitnick, Dhruv Batra

ICCV 2015 Optimizing Expected Intersection-over-Union with Candidate-Constrained CRFs Faruk Ahmed, Dany Tarlow, Dhruv Batra