3 citations · 10 across the 26 of their papers we have counts for
7 papers · 1 filter
WaFIR: Wavelet-Fourier Mixture-of-Experts with Subband-Adaptive Routing for Blind All-in-One Image Restoration
Trong Nhan Nguyen, Vu Hoang Minh Doan, Thanh Dat Le +6
Blind all-in-one image restoration must adapt a shared model to heterogeneous and sometimes mixed degradations without a task label at test time. We introduce WaFIR, a decoder modu…
A Novel Framework for Automated Explain Vision Model Using Vision-Language Models
Phu-Vinh Nguyen, Tan-Hanh Pham, Chris Ngo +1
The development of many vision models mainly focuses on improving their performance using metrics such as accuracy, IoU, and mAP, with less attention to explainability due to the c…
IQBench: How "Smart'' Are Vision-Language Models? A Study with Human IQ Tests
Tan-Hanh Pham, Phu-Vinh Nguyen, Dang The Hung +5
Although large Vision-Language Models (VLMs) have demonstrated remarkable performance in a wide range of multimodal tasks, their true reasoning capabilities on human IQ tests remai…
Topology-Guided Knowledge Distillation for Efficient Point Cloud Processing
Luu Tung Hai, Thinh D. Le, Zhicheng Ding +2
Point cloud processing has gained significant attention due to its critical role in applications such as autonomous driving and 3D object recognition. However, deploying high-perfo…
SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging
Tan-Hanh Pham, Chris Ngo, Trong-Duong Bui +3
Medical Visual Language Models have shown great potential in various healthcare applications, including medical image captioning and diagnostic assistance. However, most existing m…
MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification
Tuan-Anh Yang, Truong-Son Hy, Phuong D. Dao
This paper introduces a novel multiscale object-based graph neural network called MOB-GCN for hyperspectral image (HSI) classification. The central aim of this study is to enhance…
SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization
Tan-Hanh Pham, Hoang-Nam Le, Phu-Vinh Nguyen +2
Visual Language Models have demonstrated remarkable capabilities across tasks, including visual question answering and image captioning. However, most models rely on text-based ins…