Udbhav Bamba

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Efficient Learning

Fracture Detection

Image Preprocessing

Top Venues

Publications

Udbhav Bamba, Neeraj Anand, Saksham Aggarwal, Dilip K. Prasad, Deepak K. Gupta
Partial Binarization of Neural Networks for Budget-Aware Efficient Learning. WACV (2024)
Deepak K. Gupta, Udbhav Bamba, Abhishek Thakur, Akash Gupta, Suraj Sharan, Ertugrul Demir, Dilip K. Prasad
UltraMNIST Classification: A Benchmark to Train CNNs for Very Large Images. CoRR (2022)
Arnav Chavan, Rishabh Tiwari, Udbhav Bamba, Deepak K. Gupta
Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning. CoRR (2022)
Udbhav Bamba, Neeraj Anand, Dilip K. Prasad, Deepak K. Gupta
MixBin: Towards Budgeted Binarization. CoRR (2022)
Arnav Chavan, Rishabh Tiwari, Udbhav Bamba, Deepak K. Gupta
Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning. CVPR (2022)
Arnav Chavan, Udbhav Bamba, Rishabh Tiwari, Deepak K. Gupta
Rescaling CNN through Learnable Repetition of Network Parameters. CoRR (2021)
Rishabh Tiwari, Udbhav Bamba, Arnav Chavan, Deepak K. Gupta
ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations. CoRR (2021)
Arnav Chavan, Udbhav Bamba, Rishabh Tiwari, Deepak K. Gupta
Rescaling CNN Through Learnable Repetition of Network Parameters. ICIP (2021)
Rishabh Tiwari, Udbhav Bamba, Arnav Chavan, Deepak K. Gupta
ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations. ICLR (2021)
Suyog Jadhav, Udbhav Bamba, Arnav Chavan, Rishabh Tiwari, Aryan Raj
Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection. CoRR (2020)
Suyog Jadhav, Udbhav Bamba, Arnav Chavan, Rishabh Tiwari, Aryan Raj
Multi-plateau Ensemble For Endoscopic Artefact Segmentation And Detection. EndoCV@ISBI (2020)