1 code implementation • 18 Apr 2024 • Nakul Sharma, Aditay Tripathi, Anirban Chakraborty, Anand Mishra
In this work, we study the task of sketch-guided image inpainting.
no code implementations • 15 Mar 2023 • Aditay Tripathi, Anand Mishra, Anirban Chakraborty
and Sketchy datasets, respectively, and a $12. 2\%$ improvement in AP@50 for large objects that are `unseen' during training.
no code implementations • CVPR 2023 • Aditay Tripathi, Rishubh Singh, Anirban Chakraborty, Pradeep Shenoy
We show that our augmentations significantly improve classification accuracy and robustness measures on a range of datasets and neural architectures.
no code implementations • 1 Dec 2022 • Aditay Tripathi, Rajath R Dani, Anand Mishra, Anirban Chakraborty
In such a scenario, a hand-drawn sketch of the object could be a choice for a query.
no code implementations • 14 Nov 2022 • Aditay Tripathi, Rishubh Singh, Anirban Chakraborty, Pradeep Shenoy
We also obtain gains of up to 28% and 8. 5% on natural adversarial and out-of-distribution datasets like ImageNet-A (for ViT-B) and ImageNet-R (for ViT-S), respectively.
no code implementations • 3 Nov 2022 • Aditay Tripathi, Anand Mishra, Anirban Chakraborty
In VL-MPAG Net, we first construct a directed graph with object proposals as nodes and an edge between a pair of nodes representing a plausible relation between them.
1 code implementation • ECCV 2020 • Aditay Tripathi, Rajath R Dani, Anand Mishra, Anirban Chakraborty
We refer to this problem as sketch-guided object localization.
2 code implementations • ACL 2020 • Apoorv Saxena, Aditay Tripathi, Partha Talukdar
In a separate line of research, KG embedding methods have been proposed to reduce KG sparsity by performing missing link prediction.