Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy S Ali, M Dmitrieva, N Ghatwary, S Bano, G Polat, A Temizel, A Krenzer, ... Medical Image Analysis 70, 102002, 2021 | 80 | 2021 |
ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations R Tiwari, U Bamba, A Chavan, DK Gupta International Conference on Learning Representations (ICLR) 2021, 2021 | 20 | 2021 |
Vision transformer slimming: Multi-dimension searching in continuous optimization space A Chavan, Z Shen, Z Liu, Z Liu, KT Cheng, EP Xing Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 16 | 2022 |
Transfer Learning Gaussian Anomaly Detection by Fine-Tuning Representations O Rippel, A Chavan, C Lei, D Merhof In: Proceedings of the 2nd International Conference on Image Processing and …, 2021 | 7 | 2021 |
A new method for quantification of retinal blood vessel characteristics A Chavan, G Mago, V Lakshminarayanan Ophthalmic Technologies XXXI 11623, 1162320, 2021 | 2 | 2021 |
Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection S Jadhav, U Bamba, A Chavan, R Tiwari, A Raj Proceedings of the 2nd International Workshop and Challenge on Computer …, 2020 | 2 | 2020 |
Is there a relationship between retinal blood vessel characteristics and myopia? JJ Balaji, A Chavan, G Mago, V Lakshminarayanan Ophthalmic Technologies XXXI 11623, 106-112, 2021 | 1 | 2021 |
Rescaling CNN through Learnable Repetition of Network Parameters A Chavan, U Bamba, R Tiwari, D Gupta IEEE International Conference on Image Processing (ICIP) 2021, 2021 | 1 | 2021 |
Patch Gradient Descent: Training Neural Networks on Very Large Images DK Gupta, G Mago, A Chavan, DK Prasad arXiv preprint arXiv:2301.13817, 2023 | | 2023 |
On designing light-weight object trackers through network pruning: Use CNNs or transformers? S Aggarwal, T Gupta, PK Sahu, A Chavan, R Tiwari, DK Prasad, ... IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2023 | | 2023 |
Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning A Chavan, R Tiwari, U Bamba, DK Gupta Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | | 2022 |