Open Science AI lab — working on multimodal foundation models (vision, speech and text).

Neural network efficiency — conditional compute, dynamic sparsity, mixture-of-experts.

Supervised by Prof. Christoph Lampert — Domain adaptation, object detection, transfer learning.

Specialization in Machine Learning and Computer Science.

Knowledge distillation for large neural networks. arxiv:2106.05237 →

Unsupervised image-to-image translation, GANs and domain adaptation. arxiv:1711.05139 →

Unsupervised clustering for text and audio.

Adapting pre-trained classifiers to unknown test distributions.

Video retrieval using circular Fourier transforms.