no code implementations • 15 Apr 2023 • Ahmad Faraz Khan, Xinran Wang, Qi Le, Azal Ahmad Khan, Haider Ali, Jie Ding, Ali Butt, Ali Anwar
Personalized FL has been widely used to cater to heterogeneity challenges with non-IID data.
no code implementations • 16 Apr 2022 • Ahmad Faraz Khan, Yuze Li, Xinran Wang, Sabaat Haroon, Haider Ali, Yue Cheng, Ali R. Butt, Ali Anwar
Federated Learning (FL) is a machine learning approach that addresses privacy and data transfer costs by computing data at the source.
no code implementations • 7 Jan 2022 • Ephrem A. Retta, Eiad Almekhlafi, Richard Sutcliffe, Mustafa Mhamed, Haider Ali, Jun Feng
This was done by training two VGGb SER models on ASED, one using Mel-spectrograms and the other using MFCC.
1 code implementation • 19 Jul 2018 • Siddharth Mahendran, Ming Yang Lu, Haider Ali, René Vidal
We consider the task of estimating the 3D orientation of an object of known category given an image of the object and a bounding box around it.
1 code implementation • 8 May 2018 • Siddharth Mahendran, Haider Ali, Rene Vidal
Since 3D pose is a continuous quantity, a natural formulation for this task is to solve a pose regression problem.
no code implementations • 29 Jan 2018 • Effrosyni Mavroudi, Divya Bhaskara, Shahin Sefati, Haider Ali, René Vidal
We introduce an end-to-end algorithm for jointly learning the weights of the CRF model, which include action classification and action transition costs, as well as an overcomplete dictionary of mid-level action primitives.
Ranked #5 on Action Segmentation on JIGSAWS
no code implementations • 6 Dec 2017 • Yunhan Zhao, Haider Ali, Rene Vidal
This work pushes the limit of unsupervised domain adaptation through an in-depth evaluation of several state of the art methods on benchmark datasets and the new dataset suite.
no code implementations • 20 Nov 2017 • Siddharth Mahendran, Haider Ali, Rene Vidal
In this paper, we relax one of these constraints and propose to solve the task of joint object category and 3D pose estimation from an image assuming known 2D localization.
no code implementations • 18 Aug 2017 • Siddharth Mahendran, Haider Ali, Rene Vidal
3D pose estimation is a key component of many important computer vision tasks such as autonomous navigation and 3D scene understanding.
no code implementations • 22 Mar 2017 • Rui Zhao, Haider Ali, Patrick van der Smagt
The recognition of actions from video sequences has many applications in health monitoring, assisted living, surveillance, and smart homes.