8 citations · 43 across the 97 of their papers we have counts for
6 papers · 1 filter
Structured Bird's-Eye-View Traffic Scene Understanding from Onboard Images
Yigit Baran Can, Alexander Liniger, Danda Pani Paudel +1
Autonomous navigation requires structured representation of the road network and instance-wise identification of the other traffic agents. Since the traffic scene is defined on the…
Unsupervised Compound Domain Adaptation for Face Anti-Spoofing
Ankush Panwar, Pratyush Singh, Suman Saha +2
We address the problem of face anti-spoofing which aims to make the face verification systems robust in the real world settings. The context of detecting live vs. spoofed face imag…
Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation
Suman Saha, Anton Obukhov, Danda Pani Paudel +4
We present an approach for encoding visual task relationships to improve model performance in an Unsupervised Domain Adaptation (UDA) setting. Semantic segmentation and monocular d…
Efficient Conditional GAN Transfer with Knowledge Propagation across Classes
Mohamad Shahbazi, Zhiwu Huang, Danda Pani Paudel +2
Generative adversarial networks (GANs) have shown impressive results in both unconditional and conditional image generation. In recent literature, it is shown that pre-trained GANs…
Unsupervised Robust Domain Adaptation without Source Data
Peshal Agarwal, Danda Pani Paudel, Jan-Nico Zaech +1
We study the problem of robust domain adaptation in the context of unavailable target labels and source data. The considered robustness is against adversarial perturbations. This p…
Learning Target Candidate Association to Keep Track of What Not to Track
Christoph Mayer, Martin Danelljan, Danda Pani Paudel +1
The presence of objects that are confusingly similar to the tracked target, poses a fundamental challenge in appearance-based visual tracking. Such distractor objects are easily mi…