42 citations · 71 across the 7 of their papers we have counts for
10 papers
LightDepth: A Resource Efficient Depth Estimation Approach for Dealing with Ground Truth Sparsity via Curriculum Learning
Fatemeh Karimi, Amir Mehrpanah, Reza Rawassizadeh
Advances in neural networks enable tackling complex computer vision tasks such as depth estimation of outdoor scenes at unprecedented accuracy. Promising research has been done on…
Longitudinal Analysis of Heart Rate and Physical Activity Collected from Smartwatches
Fatemeh Karimi, Zohre Amoozgar, Reza Reiazi +2
Smartwatches (SWs) can continuously and autonomously monitor vital signs, including heart rates and physical activities involving wrist movement. The monitoring capability of SWs h…
Speeding Up Question Answering Task of Language Models via Inverted Index
Xiang Ji, Yesim Sungu-Eryilmaz, Elaheh Momeni +1
Natural language processing applications, such as conversational agents and their question-answering capabilities, are widely used in the real world. Despite the wide popularity of…
FEDZIP: A Compression Framework for Communication-Efficient Federated Learning
Amirhossein Malekijoo, Mohammad Javad Fadaeieslam, Hanieh Malekijou +3
Federated Learning marks a turning point in the implementation of decentralized machine learning (especially deep learning) for wireless devices by protecting users' privacy and sa…
Exploiting BERT to improve aspect-based sentiment analysis performance on Persian language
H. Jafarian, A. H. Taghavi, A. Javaheri +1
Aspect-based sentiment analysis (ABSA) is a more detailed task in sentiment analysis, by identifying opinion polarity toward a certain aspect in a text. This method is attracting m…
Immediate or Reflective?: Effects of Real-timeFeedback on Group Discussions over Videochat
Samiha Samrose, Reza Rawassizadeh, Ehsan Hoque
Having a group discussion with the members holding conflicting viewpoints is difficult. It is especially challenging for machine-mediated discussions in which the subtle social cue…