no code implementations • 1 Apr 2024 • Akshita Gupta, Gaurav Mittal, Ahmed Magooda, Ye Yu, Graham W. Taylor, Mei Chen
Temporal Action Localization (TAL) involves localizing and classifying action snippets in an untrimmed video.
no code implementations • 10 Dec 2023 • Praneeta Immadisetty, Pooja Rajesh, Akshita Gupta, Anala M R, Soumya A, K. N. Subramanya
The commencement of the decade brought along with it a grave pandemic and in response the movement of education forums predominantly into the online world.
2 code implementations • CVPR 2022 • Akshita Gupta, Sanath Narayan, K J Joseph, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah
In the case of incremental object detection, OW-DETR outperforms the state-of-the-art for all settings on PASCAL VOC.
1 code implementation • ICCV 2021 • Sanath Narayan, Akshita Gupta, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Mubarak Shah
We note that the best existing multi-label ZSL method takes a shared approach towards attending to region features with a common set of attention maps for all the classes.
Ranked #2 on Multi-label zero-shot learning on Open Images V4
1 code implementation • 27 Jan 2021 • Akshita Gupta, Sanath Narayan, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Joost Van de Weijer
Nevertheless, computing reliable attention maps for unseen classes during inference in a multi-label setting is still a challenge.
Ranked #8 on Multi-label zero-shot learning on NUS-WIDE
no code implementations • 21 Oct 2020 • Akshita Gupta, Inseok Hwang
The proposed frame-work can efficiently handle models and controllers which are represented using neural networks.
no code implementations • 12 Jun 2020 • Kwangyeon Kim, Akshita Gupta, Hong-Cheol Choi, Inseok Hwang
The proposed algorithm is developed for the discrete state and action space and utilizes a multi-class support vector machine (SVM) to represent the policy.
1 code implementation • ECCV 2020 • Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao
We propose to enforce semantic consistency at all stages of (generalized) zero-shot learning: training, feature synthesis and classification.
Ranked #2 on Generalized Zero-Shot Learning on CUB-200-2011
3 code implementations • 30 May 2019 • Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai
Compared to existing small-scale aerial image based instance segmentation datasets, iSAID contains 15$\times$ the number of object categories and 5$\times$ the number of instances.
Ranked #1 on Object Detection on iSAID