Om Ji Omer

According to our database, Om Ji Omer authored at least 13 papers between 2004 and 2024.

Collaborative distances:

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

2024

QCQA: Quality and Capacity-aware grouped Query Attention.

Vinay Joshi, Prashant Laddha, Shambhavi Sinha, Om Ji Omer, Sreenivas Subramoney

CoRR, 2024

CiMNet: Towards Joint Optimization for DNN Architecture and Configuration for Compute-In-Memory Hardware.

Souvik Kundu, Anthony Sarah, Vinay Joshi, Om Ji Omer, Sreenivas Subramoney

CoRR, 2024

2022

A Unified Programmable Edge Matrix Processor for Deep Neural Networks and Matrix Algebra.

Biji George, Om Ji Omer, Ziaul Choudhury, Anoop V, Sreenivas Subramoney

ACM Trans. Embed. Comput. Syst., September, 2022

Segment-Fusion: Hierarchical Context Fusion for Robust 3D Semantic Segmentation.

Anirud Thyagharajan, Benjamin Ummenhofer, Prashant Laddha, Om Ji Omer, Sreenivas Subramoney

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Robust 3D Scene Segmentation through Hierarchical and Learnable Part-Fusion.

Anirud Thyagharajan, Benjamin Ummenhofer, Prashant Laddha, Om Ji Omer, Sreenivas Subramoney

CoRR, 2021

REDUCT: Keep it Close, Keep it Cool! : Efficient Scaling of DNN Inference on Multi-core CPUs with Near-Cache Compute.

Anant V. Nori, Rahul Bera, Shankar Balachandran, Joydeep Rakshit, Om Ji Omer, Avishaii Abuhatzera, Belliappa Kuttanna, Sreenivas Subramoney

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

2020

AccSS3D: Accelerator for Spatially Sparse 3D DNNs.

Om Ji Omer, Prashant Laddha, Gurpreet S. Kalsi, Anirud Thyagharajan, Kamlesh R. Pillai, Abhimanyu Kulkarni, Anbang Yao, Yurong Chen, Sreenivas Subramoney

CoRR, 2020

Proximu: Efficiently Scaling DNN Inference in Multi-core CPUs through Near-Cache Compute.

Anant V. Nori, Rahul Bera, Shankar Balachandran, Joydeep Rakshit, Om Ji Omer, Avishaii Abuhatzera, Belliappa Kuttanna, Sreenivas Subramoney

CoRR, 2020

Look-Up Table based Energy Efficient Processing in Cache Support for Neural Network Acceleration.

Akshay Krishna Ramanathan, Gurpreet S. Kalsi, Srivatsa Srinivasa, Tarun Makesh Chandran, Kamlesh R. Pillai, Om Ji Omer, Vijaykrishnan Narayanan, Sreenivas Subramoney

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

Towards Noise Resilient SLAM.

Anirud Thyagharajan, Om Ji Omer, Dipan Mandal, Sreenivas Subramoney

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Descriptor Scoring for Feature Selection in Real-Time Visual Slam.

Prashant Laddha, Om Ji Omer, Gurpreet Singh Kalsi, Dipan Kumar Mandal, Sreenivas Subramoney

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Visual Inertial Odometry At the Edge: A Hardware-Software Co-design Approach for Ultra-low Latency and Power.

Dipan Kumar Mandal, Srivatsava Jandhyala, Om Ji Omer, Gurpreet S. Kalsi, Biji George, Gopi Neela, Santhosh Kumar Rethinagiri, Sreenivas Subramoney, Lance Hacking, Jim Radford, Eagle Jones, Belliappa Kuttanna, Hong Wang

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2004

Motion estimation from motion smear -a system identification approach.

Om Ji Omer, Sameer Kumar, Rajeev Bajpai, K. S. Venkatesh, Sumana Gupta

Proceedings of the 2004 International Conference on Image Processing, 2004