Udbhav Bamba

According to our database, Udbhav Bamba authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

Partial Binarization of Neural Networks for Budget-Aware Efficient Learning.

Udbhav Bamba, Neeraj Anand, Saksham Aggarwal, Dilip K. Prasad, Deepak K. Gupta

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2022

MixBin: Towards Budgeted Binarization.

Udbhav Bamba, Neeraj Anand, Dilip K. Prasad, Deepak K. Gupta

CoRR, 2022

UltraMNIST Classification: A Benchmark to Train CNNs for Very Large Images.

Deepak K. Gupta, Udbhav Bamba, Abhishek Thakur, Akash Gupta, Suraj Sharan, Ertugrul Demir, Dilip K. Prasad

CoRR, 2022

Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning.

Arnav Chavan, Rishabh Tiwari, Udbhav Bamba, Deepak K. Gupta

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

2021

ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations.

Rishabh Tiwari, Udbhav Bamba, Arnav Chavan, Deepak K. Gupta

Proceedings of the 9th International Conference on Learning Representations, 2021

Rescaling CNN Through Learnable Repetition of Network Parameters.

Arnav Chavan, Udbhav Bamba, Rishabh Tiwari, Deepak K. Gupta

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Multi-plateau Ensemble For Endoscopic Artefact Segmentation And Detection.

Suyog Jadhav, Udbhav Bamba, Arnav Chavan, Rishabh Tiwari, Aryan Raj

Proceedings of the 2nd International Workshop and Challenge on Computer Vision in Endoscopy, 2020