1 code implementation • 30 Apr 2024 • Soham Mitra, Atri Sukul, Swalpa Kumar Roy, Pravendra Singh, Vinay Verma
Our proposed approach involves altering the normalization function within the activation layer utilized in ScoreCAM, resulting in significantly improved results compared to previous efforts.
no code implementations • 10 Apr 2021 • Vinay Verma, Deepak Singh, Nitin Khanna
A set of extensive experiments shows that the proposed system trained on a single dataset generalizes well on other datasets compressed with completely unseen quantization matrices and outperforms the state-of-the-art methods in both seen and unseen quantization matrices scenarios.
1 code implementation • 7 Jun 2019 • Varun Khare, Divyat Mahajan, Homanga Bharadhwaj, Vinay Verma, Piyush Rai
Our approach is based on end-to-end learning of the class distributions of seen classes and unseen classes.
Ranked #1 on Zero-Shot Learning on CUB-200 - 0-Shot Learning (using extra training data)