Aman Kishore
I'm a Research Scientist in Computer Vision and Machine Learning focusing on synthetic data generation and perception systems for autonomous vehicles. I previously did research at the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) working with a team of computer vision researchers. My work focuses on developing novel approaches to generate synthetic training data for improving machine learning algorithms, particularly deep neural networks.
I've developed innovative methods like imitation training to address challenges in data distribution and corner cases for autonomous driving applications. This approach involves a systematic process of evaluating existing systems, creating synthetic data through domain randomization, and iterative training to improve model performance.
In addition to my technical research, I've also contributed to medical research, particularly in psychiatry, collaborating on studies examining various psychological conditions and treatment outcomes. This interdisciplinary experience has given me a unique perspective on applying data-driven approaches across different domains.
In addition to my technical research, I've also contributed to medical research, particularly in psychiatry, collaborating on studies examining various psychological conditions and treatment outcomes. This interdisciplinary experience has given me a unique perspective on applying data-driven approaches across different domains.
Publications
Prevalence and Pattern of Olanzapine Emergent Obsessive–Compulsive Symptoms: A Cross-sectional Study
D. Mishra, UmeshPratap Singh, Aman Kishore, Vijay Niranjan
Apollo Medicine 2023
Synthetic Data Generation using Imitation Training
Aman Kishore, T. Choe, J. Kwon, M. Park, Pengfei Hao, Akshita Mittel
2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) 2021
SOCIO DEMOGRAPHIC FACTORS FOR COMORBID DEPRESSION AMONG ALCOHOL DEPENDENCE PATIENT: A CROSS-SECTIONAL DESCRIPTIVE STUDY.
Aman Kishore, S. Lahariya, Abhijeet Shrivastava
A Comparative Study of Perceived Social Support among Persons with Schizophrenia and Mania
Nandalal Singh, Aman Kishore
KEYWORDS: Co morbid, depression, Alcohol use disorders.
Aman Kishore, H. ManjeeraC., G. Gopalkrishnan, A. Bery, R. Ghulam
Non-compliance, Psychotic illness, treatment.
Aman Kishore, H. ManjeeraC., G. Gopalkrishnan, A. Bery, R. Ghulam
A REVIEW OF CO - MORBID DEPRESSION AMONG THE PATIENTS WITH ALCOHOL DEPENDENCE
Aman Kishore, Manjeera C H, Gopalkrishnan G, A. Bery, R. Ghulam
FACTORS FOR NON - COMPLIANCE OF MEDICATION IN PATIENTS WITH PSYCHOTIC ILLNESS
Aman Kishore, H. ManjeeraC., G. Gopalkrishnan, A. Bery, R. Ghulam
Transforming mental hospital into teaching institute: An experience from Mental Hospital, Indore
R. Ghulam, Aman Kishore