Siva Karthik Mustikovela

According to our database, Siva Karthik Mustikovela authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Solving Computer Vision Problems through Self-Supervision and Generative Image Synthesis.

Siva Karthik Mustikovela

PhD thesis, 2024

VLMine: Long-Tail Data Mining with Vision Language Models.

Mao Ye, Gregory P. Meyer, Zaiwei Zhang, Dennis Park, Siva Karthik Mustikovela, Yuning Chai, Eric M. Wolff

CoRR, 2024

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

NOVA: NOvel View Augmentation for Neural Composition of Dynamic Objects.

Dakshit Agrawal, Jiajie Xu, Siva Karthik Mustikovela, Ioannis Gkioulekas, Ashish Shrivastava, Yuning Chai

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

Self-Supervised Object Detection via Generative Image Synthesis.

Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash, Umar Iqbal, Sifei Liu, Thu Nguyen-Phuoc, Carsten Rother, Jan Kautz

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Intrinsic Autoencoders for Joint Neural Rendering and Intrinsic Image Decomposition.

Hassan Abu Alhaija, Siva Karthik Mustikovela, Justus Thies, Matthias Nießner, Andreas Geiger, Carsten Rother

CoRR, 2020

Self-Supervised Viewpoint Learning From Image Collections.

Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

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, Carsten Rother

Proceedings of the 8th International Conference on 3D Vision, 2020

2018

Augmented Reality Meets Computer Vision: Efficient Data Generation for Urban Driving Scenes.

Hassan Abu Alhaija, Siva Karthik Mustikovela, Lars M. Mescheder, Andreas Geiger, Carsten Rother

Int. J. Comput. Vis., 2018

iPose: Instance-Aware 6D Pose Estimation of Partly Occluded Objects.

Omid Hosseini Jafari, Siva Karthik Mustikovela, Karl Pertsch, Eric Brachmann, Carsten Rother

Proceedings of the Computer Vision - ACCV 2018, 2018

Geometric Image Synthesis.

Hassan Abu Alhaija, Siva Karthik Mustikovela, Andreas Geiger, Carsten Rother

Proceedings of the Computer Vision - ACCV 2018, 2018

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

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

Proceedings of the IEEE International Conference on Computer Vision, 2017

Augmented Reality meets Deep Learning.

Hassan Abu Alhaija, Siva Karthik Mustikovela, Lars M. Mescheder, Andreas Geiger, Carsten Rother

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Can Ground Truth Label Propagation from Video Help Semantic Segmentation?

Siva Karthik Mustikovela, Michael Ying Yang, Carsten Rother

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016