Dataset Augmentation with Synthetic Images Improves Semantic Segmentation. - Manik Goyal; Param S. Rajpura; Hristo Bojinov; Ravi S. Hegde (NCVPRIPG, 2017)

Transfer Learning by Finetuning Pretrained CNNs Entirely with Synthetic Images. - Param S. Rajpura; Alakh Aggarwal; Manik Goyal; Sanchit Gupta; Jonti Talukdar; Hristo Bojinov; Ravi S. Hegde (NCVPRIPG, 2017)

Deep neural network ensemble by data augmentation and bagging for skin lesion classification. - Manik Goyal; Jagath C. Rajapakse (CoRR, 2018)

Demonstration of FETs with 3D Dirac Semimetal, Cd3As2. - Omor Shoron; Timo Schumann; Manik Goyal; David Kealhofer; Susanne Stemmer (DRC, 2019)

Winning the ICCV 2019 Learning to Drive Challenge. - Michael Diodato; Yu Li; Manik Goyal; Iddo Drori (CoRR, 2019)

Accurate Trajectory Prediction for Autonomous Vehicles. - Michael Diodato; Yu Li; Antonia Lovjer; Minsu Yeom; Albert Song; Yiyang Zeng; Abhay Khosla; Benedikt D. Schifferer; Manik Goyal; Iddo Drori (CoRR, 2019)