20 citations · 28 across the 20 of their papers we have counts for
10 papers · 1 filter
TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network
Nhat-Tan Bui, Dinh-Hieu Hoang, Thinh Phan +4
The electrocardiogram (ECG) is a valuable signal used to assess various aspects of heart health, such as heart rate and rhythm. It plays a crucial role in identifying cardiac condi…
Heteroskedasticity as a Signature of Association for Age-Related Genes
Salman Mohamadi, Donald A. Adjeroh
Human aging is a process controlled by both genetics and environment. Many studies have been conducted to identify a subset of genes related to aging from the human genome. Biologi…
ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection
Thinh Phan, Khoa Vo, Duy Le +3
Temporal action detection (TAD) involves the localization and classification of action instances within untrimmed videos. While standard TAD follows fully supervised learning with…
SAM3D: Segment Anything Model in Volumetric Medical Images
Nhat-Tan Bui, Dinh-Hieu Hoang, Minh-Triet Tran +5
Image segmentation remains a pivotal component in medical image analysis, aiding in the extraction of critical information for precise diagnostic practices. With the advent of deep…
Distributionally Robust Cross Subject EEG Decoding
Tiehang Duan, Zhenyi Wang, Gianfranco Doretto +3
Recently, deep learning has shown to be effective for Electroencephalography (EEG) decoding tasks. Yet, its performance can be negatively influenced by two key factors: 1) the high…
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey
Salman Mohamadi, Ghulam Mujtaba, Ngan Le +2
ChatGPT is a large language model (LLM) created by OpenAI that has been carefully trained on a large amount of data. It has revolutionized the field of natural language processing…
More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
Self-supervised learning (SSL) is now a serious competitor for supervised learning, even though it does not require data annotation. Several baselines have attempted to make SSL mo…
A Robust Likelihood Model for Novelty Detection
Ranya Almohsen, Shivang Patel, Donald A. Adjeroh +1
Current approaches to novelty or anomaly detection are based on deep neural networks. Despite their effectiveness, neural networks are also vulnerable to imperceptible deformations…
Z-GMOT: Zero-shot Generic Multiple Object Tracking
Kim Hoang Tran, Anh Duy Le Dinh, Tien Phat Nguyen +6
Despite recent significant progress, Multi-Object Tracking (MOT) faces limitations such as reliance on prior knowledge and predefined categories and struggles with unseen objects.…
Topic Modeling in Density Functional Theory on Citations of Condensed Matter Electronic Structure Packages
Marie Dumaz, Camila Romero-Bohorquez, Donald Adjeroh +1
With an increasing number of new scientific papers being released, it becomes harder for researchers to be aware of recent articles in their field of study. Accurately classifying…