Yashas Annadani

Master's Student, ETH Zürich

ayashas [AT] student.ethz.ch

Bio

I am an M.Sc. student in the department of Electrical Engineering and Information Technology at ETH Zürich and a research intern at Mila under the supervision of Prof. Yoshua Bengio. I am also a guest researcher at MPI for Intelligent Systems, Germany. My research interests are in computer vision and machine learning.

Before coming to ETH Zürich, I completed my Bachelor's degree from NITK Surathkal. During this time, I interned at INRIA under Francois Bremond and at IACV, Indian Institute of Science under Soma Biswas working on action recognition and zero-shot learning.

Publications/Preprints

Variational Causal Networks: Approximate Bayesian Inference over Causal Structures

Yashas Annadani, Jonas Rothfuss, Alexandre Lacoste, Nino Scherrer, Anirudh Goyal, Yoshua Bengio, Stefan Bauer

arxiv preprint: arXiv:2106.07635. Also Oral at KDD Workshop on Bayesian causal inference for real world interactive systems, 2021

Structure by Architecture: Disentangled Representations without Regularization

Felix Leeb, Giulia Lanzillotta, Yashas Annadani, Michel Besserve, Stefan Bauer, Bernhard Schölkopf

arxiv preprint: arXiv:2006.07796

Preserving Semantic Relations for Zero-Shot Learning

Yashas Annadani, Soma Biswas

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018

Growbit: Incremental Hashing for Cross-Modal Retrieval

Devraj Mandal, Yashas Annadani, Soma Biswas

Asian Conference on Computer Vision (ACCV), 2018

Augment and Adapt: A Simple Approach to Image Tampering Detection

Yashas Annadani, C.V. Jawahar

IEEE International Conference on Pattern Recognition (ICPR), 2018

CV

Full CV in PDF.