no code implementations • 22 Feb 2024 • Razieh Rastgoo, Kourosh Kiani, Sergio Escalera
One of the prominent challenges in CSLR pertains to accurately detecting the boundaries of isolated signs within a continuous video stream.
no code implementations • 19 Jul 2023 • Shima Foolad, Kourosh Kiani
This results in optimized attention between the two if a relationship exists.
Ranked #7 on Common Sense Reasoning on ReCoRD
no code implementations • 3 Jun 2023 • Nura Esfandiari, Kourosh Kiani, Razieh Rastgoo
While the generator of the proposed model consists of a full transformer model to generate an answer, the discriminator includes only the encoder part of a transformer model followed by a classifier.
no code implementations • 12 Mar 2023 • Shima Foolad, Kourosh Kiani
We then use a Relational Graph Attention (RGAT) network to fuse the graph's reasoning information and the contextual representation encoded by the pre-trained LUKE model.
Ranked #3 on Question Answering on WikiHop
no code implementations • 15 Jul 2022 • Razieh Rastgoo, Kourosh Kiani, Sergio Escalera
Recently, one model has been presented to deal with the challenge of the boundary detection of isolated gestures in a continuous gesture video [17].
no code implementations • 2 Apr 2022 • Razieh Rastgoo, Kourosh Kiani, Sergio Escalera
Results of the continuous sign videos confirm the efficiency of the proposed model to deal with isolated sign boundaries detection.
no code implementations • 5 Jan 2022 • Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Vassilis Athitsos, Mohammad Sabokrou
To make an easy and mutual communication between the hearing-impaired and the hearing communities, building a robust system capable of translating the spoken language into sign language and vice versa is fundamental.
Cultural Vocal Bursts Intensity Prediction Sign Language Production +2
no code implementations • 2 Sep 2021 • Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou
Zero-Shot Learning (ZSL) has rapidly advanced in recent years.
no code implementations • 23 Aug 2021 • Razieh Rastgoo, Kourosh Kiani, Sergio Escalera
To benefit from the vision Transformer capabilities, we use two vision Transformer models, for human detection and visual features representation.
1 code implementation • 29 Mar 2021 • Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou
Sign Language is the dominant yet non-primary form of communication language used in the deaf and hearing-impaired community.