Barath Lakshmanan

According to our database, Barath Lakshmanan authored at least 4 papers between 2022 and 2025.

Collaborative distances:

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

2025

MDP: Multidimensional Vision Model Pruning with Latency Constraint.

Xinglong Sun, Barath Lakshmanan, Maying Shen, Shiyi Lan, Jingde Chen, José M. Álvarez

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Exploring Camera Encoder Designs for Autonomous Driving Perception.

Barath Lakshmanan, Joshua Chen, Shiyi Lan, Maying Shen, Zhiding Yu, José M. Álvarez

CoRR, 2024

Multi-Dimensional Pruning: Joint Channel, Layer and Block Pruning with Latency Constraint.

Xinglong Sun, Barath Lakshmanan, Maying Shen, Shiyi Lan, Jingde Chen, José M. Álvarez

CoRR, 2024

2022

Anomalib: A Deep Learning Library for Anomaly Detection.

Samet Akcay, Dick Ameln, Ashwin Vaidya, Barath Lakshmanan, Nilesh A. Ahuja, Ergin Utku Genc

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022