Can Ground Truth Label Propagation from Video Help Semantic Segmentation? - Siva Karthik Mustikovela; Michael Ying Yang; Carsten Rother (ECCV Workshops (3), 2016)

Augmented Reality meets Deep Learning. - Hassan Abu Alhaija; Siva Karthik Mustikovela; Lars M. Mescheder; Andreas Geiger 001; Carsten Rother (BMVC, 2017)

Bounding Boxes, Segmentations and Object Coordinates: How Important is Recognition for 3D Scene Flow Estimation in Autonomous Driving Scenarios? - Aseem Behl; Omid Hosseini Jafari; Siva Karthik Mustikovela; Hassan Abu Alhaija; Carsten Rother; Andreas Geiger 001 (ICCV, 2017)

The Best of Both Worlds: Learning Geometry-based 6D Object Pose Estimation. - Omid Hosseini Jafari; Siva Karthik Mustikovela; Karl Pertsch; Eric Brachmann; Carsten Rother (CoRR, 2017)

Geometric Image Synthesis. - Hassan Abu Alhaija; Siva Karthik Mustikovela; Andreas Geiger 001; Carsten Rother (ACCV (6), 2018)

iPose: Instance-Aware 6D Pose Estimation of Partly Occluded Objects. - Omid Hosseini Jafari; Siva Karthik Mustikovela; Karl Pertsch; Eric Brachmann; Carsten Rother (ACCV (3), 2018)

Augmented Reality Meets Computer Vision: Efficient Data Generation for Urban Driving Scenes. - Hassan Abu Alhaija; Siva Karthik Mustikovela; Lars M. Mescheder; Andreas Geiger 001; Carsten Rother (Int. J. Comput. Vis., 2018)

Intrinsic Autoencoders for Joint Deferred Neural Rendering and Intrinsic Image Decomposition. - Hassan Abu Alhaija; Siva Karthik Mustikovela; Justus Thies; Varun Jampani; Matthias Nießner; Andreas Geiger 001; Carsten Rother (3DV, 2020)

Self-Supervised Viewpoint Learning From Image Collections. - Siva Karthik Mustikovela; Varun Jampani; Shalini De Mello; Sifei Liu; Umar Iqbal 001; Carsten Rother; Jan Kautz (CVPR, 2020)

Intrinsic Autoencoders for Joint Neural Rendering and Intrinsic Image Decomposition. - Hassan Abu Alhaija; Siva Karthik Mustikovela; Justus Thies; Matthias Nießner; Andreas Geiger 001; Carsten Rother (CoRR, 2020)

Self-Supervised Object Detection via Generative Image Synthesis. - Siva Karthik Mustikovela; Shalini De Mello; Aayush Prakash; Umar Iqbal 001; Sifei Liu; Thu Nguyen-Phuoc; Carsten Rother; Jan Kautz (ICCV, 2021)

NOVA: NOvel View Augmentation for Neural Composition of Dynamic Objects. - Dakshit Agrawal; Jiajie Xu; Siva Karthik Mustikovela; Ioannis Gkioulekas; Ashish Shrivastava 001; Yuning Chai (ICCV (Workshops), 2023)

Making Large Multimodal Models Understand Arbitrary Visual Prompts. - Mu Cai; Haotian Liu; Siva Karthik Mustikovela; Gregory P. Meyer; Yuning Chai; Dennis Park; Yong Jae Lee (CoRR, 2023)

ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts. - Mu Cai; Haotian Liu; Siva Karthik Mustikovela; Gregory P. Meyer; Yuning Chai; Dennis Park; Yong Jae Lee (CVPR, 2024)

VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision. - Yi Xu; Yuxin Hu; Zaiwei Zhang; Gregory P. Meyer; Siva Karthik Mustikovela; Siddhartha Srinivasa; Eric M. Wolff; Xin Huang (CoRR, 2024)

Solving Computer Vision Problems through Self-Supervision and Generative Image Synthesis. - Siva Karthik Mustikovela (2024)

VLMine: Long-Tail Data Mining with Vision Language Models. - Mao Ye 006; Gregory P. Meyer; Zaiwei Zhang; Dennis Park; Siva Karthik Mustikovela; Yuning Chai; Eric M. Wolff (WACV (Workshops), 2025)