Efficiency in Deep Learning: Image and Video Deep Model Efficiency

On Color and Symmetries for Data Efficient Deep Learning

Sensitivities and where to find them: Domain shift robustness, attacks, and training variations in visual learning

The impact of third generation sequencing on haplotype assembly

Towards Artificial Social Intelligence in the Wild: Sensing, Synthesizing, Modeling, and Perceiving Nonverbal Social Human Behavior

Alzheimer’s disease, Aging and Centenarians

DNA comparisons in genomics: a reference-based perspective

Sensing and Modeling Human Behaviors In Complex Conversational Scenes

Computational models for clinical drug response prediction: aligning transcriptomic data of patients and pre-clinical models

Less Machine (=) More Vision: Approaches towards Practical and Efficient Machine Vision with Applications in Face Analysis

Data-efficient learning of geometric structures from single-view images

Locality in space and time for data-efficient visual recognition

Mycobacterium tuberculosis genomics: The Next Generation

Single-cell Analysis from the perspective of how to Interact, Identify and Integrate cells

What does that gene do?: Gene function prediction by machine learning with applications to plants

Comparative genomics in the era of long-reads: An application on industrial yeasts

Predicting sequence variant deleteriousness in genomes of livestock species

Making sense of cancer mutations: Looking into the wilderness beyond genes

Methods for brain disease genetics using gene expression data of the healthy brain

Assumptions & Expectations in Semi-Supervised Machine Learning