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I'm Tin Nguyen, currently pursuing my PhD in Explainable AI at Auburn University, AL, US under the mentorship of Professor Anh Totti Nguyen. I received Master degree at Sejong University, Seoul, Korea under the supervision of Professor Yong-Guk Kim. I did my Bachelor at the University of Science, Ho Chi Minh City, Viet Nam with guidance from Professor Ly Quoc Ngoc. I'm keen on collaborating and sharing ideas to advance our understanding and application of AI 😄. If you're interested in working together or just want to chat about AI, feel free to get in touch CV / Google Scholar / ResearchGate / Twitter / Github |
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Thang Pham, Peijie Chen, Tin Nguyen, Seunghyun Yoon, Trung Bui, Anh Nguyen NAACL, 2024 Findings Code / Paper / Demo / Video We proposed a part-based bird classifier that makes predictions based on part-wise descriptions. Our method directly utilizes human-provided descriptions (in this work, from GPT4). It outperforms CLIP and M&V by 10 points in CUB and 28 points in NABirds. |
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Thanh Tin Nguyen, Marvin John, Hulin Jin, Yong-Guk Kim IEEE Access, Jul, 4, 2024 Project Page / Code / Paper This study proposes an attention-based module for analyzing the sentiment and emotion of memes. |
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Thanh Tin Nguyen, Anh H. Vo, Soo-Mi Choi, Yong-Guk Kim Knowledge-based Systems (KBS), Jul 4, 2023 Video / Code / Paper This study proposes a coarse-to-fine fusion module between vision and language. This will help an agent learn a joint representation while navigating in a virtual environment. |
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Long H. Nguyen, Nhat Truong Pham, Van Huong Do, Liu Tai Nguyen, Thanh Tin Nguyen, Van Dung Do, Hai Nguyen, Ngoc Duy Nguyen (Challenge 1st) Expert System with Applications (ESWA), 1, November, 2022 Link Challenge / Paper Introducing Fruit-CoV, a two-stage vision framework, which is capable of detecting SARS-CoV-2 infections through recorded cough sounds. In this challenge, we won 100mil VND (~ $4275) for the 1st place. |
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Nguyen Thanh Tin, Ly Quoc Ngoc, Le Bao Tuan International Journal of Advanced Computer Science and Applications (SAI), 14, April, 2020 Video 1 / Video 2 / Video 3 / Paper Applying Yolo3 to Particle Filter to enhance its speed and accuracy, furthermore, an end-to-end localization framework using a stereo camera and IMU in the unknown environment. |
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Nguyen Thanh Tin, Nhat Truong Pham, Yong-Guk Kim, et. al,. (Workshop) First Workshop on ​Multimodal Fact-Checking and Hate Speech Detection AAAI 2022, 2021 Paper / Link Challenge / Project Page / Code Achieved 1st on the public leaderboard, applying SAN, multihop, CNNRoBerta as multimodalities, and Only Text and Image as Single modalities. |
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Nguyen Thanh Tin (Workshop 3rd and) VLSP - vieCap4H Challenge: Automatic image caption generation for healthcare domains in Vietnamese (Oral presentation), 25, October, 2021 (VNU Journal of Science (JCSCE)) vieCap4H - VLSP 2021: Vietnamese Image Captioning for Healthcare Domain using Swin Transformer and Attention-based LSTM, 5, May, 2022 Paper / Link Challenge / Project Page / Code [Most interesting discussed idea award] Achieved 3rd on the private leaderboard, applying Swin Transformer as the Encoder (and other types), and LSTM Attention as the Decoder. Choosen to be in the Special Issue of VNU Journal of Science (JCSCE) |
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