Towards a Digitized Understanding of the Skilled Crafts Domain. - Maximilian Derouet; Deepak Nagaraj; Erik Schake; Dirk Werth (BIS (Workshops), 2019)

Towards Kinematically Constrained Real Time Human Pose Estimation using Sparse IMUs. - Deepak Nagaraj; Rhett Dobinson; Dirk Werth (AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2021)

Towards Collaborative Analysis of Computational Fluid Dynamics using Mixed Reality. - Thomas Schweiß; Deepak Nagaraj; Simon Bender; Dirk Werth (VISIGRAPP (1: GRAPP), 2021)

Convolutional Autoencoder Based Textile Defect Detection Under Unconstrained Setting. - Deepak Nagaraj; Pramod Vadiraja; Oliver Nalbach; Dirk Werth (ICAISC (1), 2021)

A Practical Approach for Road Quality Estimation using Smartphone based Inertial Data: IMU data processing pipeline to estimate road quality. - Deepak Nagaraj; Marcel Mutz; Supreeth Mysore Venkatesh; Lea Riebschlaeger; Dirk Werth (ICMLT, 2022)

A Semantic Segmentation Approach for Road Defect Detection and Quantification. - Deepak Nagaraj; Marcel Mutz; Nisha George; Prateek Bansal; Dirk Werth (ICMVA, 2022)

Constraint-Based Parameterization and Disentanglement of Aerodynamic Shapes Using Deep Generative Models. - Asmita Bhat; Nooshin HajiGhassemi; Deepak Nagaraj; Sophie Fellenz (ECML/PKDD (6), 2023)