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Exploration of contrastive learning strategies toward more robust stance detection systems
(2023)
Stance Detection, in general, is the task of identifying the author’s position on controversial topics. In Natural Language Processing, Stance Detection extracts the
author’s attitude from the text written toward an issue ...
Texture classification on uneven surfaces using deep learning techniques
(2024)
Robots are increasingly essential in various fields, excelling in tasks from routine operations
to hazardous situations. Enhancing robots with human-like capabilities, such as tactile
sensing, broadens their potential ...
Texture recognition from robotic tactile surface reconstruction: a reinforcement learning approach
(2023)
The ability to handle objects and recognize them and their properties by touch is a crucial
ability that humans have. Thanks to tactile sensing, robots can do something similar by
perceiving specific physical characteristics ...
Toward lightweight fusion of AI logic and EEG sensors to enable ultra edge-based EEG analytics on IoT devices
(2021)
Electroencephalogram (EEG) analysis has garnered attention in the research domain
due to its ability to detect various neural activities starting from brain seizures to a
person’s concentration level. To make it more ...
Towards designing AI-aided lightweight solutions for key challenges in sensing, communication and computing layers of IoT: smart health use-cases
(2021)
The advent of the 5G and Beyond 5G (B5G) communication system, along with the
proliferation of the Internet of Things (IoT) and Artificial Intelligence (AI), have started to
evolve the vision of the smart world into a ...
Enhancing machine vision using human cognition from EEG analysis
(2022)
Visual classification is the perceptible/computational effort of arranging objects and visual
contexts into distinct labels. Humans and machines have mastered this advanced problem in
their own varied contexts. However, ...
Permissioned blockchains for real world applications
(2020)
Blockchain technology, even though relatively new, has evolved rapidly in the past 12 years.
Bitcoin’s underlying technology - the first blockchain - was a public, permissionless, and
completely decentralized network ...
Harnessing generative AI for overcoming labeled data challenges in social media NLP
(2023)
With the introduction of Transformers and Large Language Models, the field of NLP has significantly evolved. Generative AI, a prominent transformer-based technology for crafting human-like
content, has proven powerful ...
Lightweight deep learning for monocular depth estimation
(2021)
Monocular depth estimation is a challenging but significant part of computer
vision with many applications in other areas of study. This estimation method aims to
provide a relative depth prediction for a single input ...










