Rishubh Singh

Rishubh Singh is a Doctoral Assistant at the Visual Intelligence and Learning Lab (VILAB) at École Polytechnique Fédérale de Lausanne (EPFL), pursuing his PhD in Computer and Communication Sciences under Prof. Amir Zamir's supervision. His dual status includes academic staff at the School of Computer and Communication Sciences and doctoral student in the EDIC program.

His educational background includes:

• PhD in Computer and Communication Sciences (ongoing) at EPFL
• Dual Degree (B.Tech & M.Tech) in Computer Science and Engineering from Indian Institute of Technology Delhi (2019)
• Exchange program at KTH Royal Institute of Technology, Stockholm (2016)

Singh's research bridges machine learning with neuroscience and psychology, focusing on bio-inspired deep learning for perception, reasoning, and computational design. He actively explores ML applications for assistive technologies addressing learning and communicative disorders, emphasizing inclusivity in AI systems.

His publication record shows expertise in computer vision fundamentals, with recent work spanning single-pixel imaging, robust vision systems through adversarial augmentation, and neural architectures for language processing. These publications in top venues (CVPR, ECCV, ACL) demonstrate methodological innovation across multiple AI subfields.

Professional collaborations include work with Dr. Pradeep Shenoy at Google Research India, Prof. Ravi Kiran Sarvadevabhatla (IIIT Hyderabad), Prof. Virginia De Sa (UC San Diego), and Dr. Mike Mozer (Google Research).

His career progression shows:

• Doctoral Assistant at EPFL (2023-Present)
• Pre-Doctoral Researcher at Google Research India (2020-2023)
• Position at Graviton Research Capital LLP (2019-2020)