ML Anthology

Venkataramanan, Aishwarya

3 publications

NeurIPS 2025 Distance-Informed Neural Processes Aishwarya Venkataramanan, Joachim Denzler
UAI 2025 Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models Aishwarya Venkataramanan, Paul Bodesheim, Joachim Denzler
ICCVW 2023 Gaussian Latent Representations for Uncertainty Estimation Using Mahalanobis Distance in Deep Classifiers Aishwarya Venkataramanan, Assia Benbihi, Martin Laviale, Cédric Pradalier