2 citations · 6 across the 19 of their papers we have counts for
16 papers · 1 filter
MasHeNe: A Benchmark for Head and Neck CT Mass Segmentation using Window-Enhanced Mamba with Frequency-Domain Integration
Thao Thi Phuong Dao, Tan-Cong Nguyen, Nguyen Chi Thanh +7
Head and neck masses are space-occupying lesions that can compress the airway and esophagus and may affect nerves and blood vessels. Available public datasets primarily focus on ma…
GenKOL: Modular Generative AI Framework For Scalable Virtual KOL Generation
Tan-Hiep To, Duy-Khang Nguyen, Tam V. Nguyen +2
Key Opinion Leader (KOL) play a crucial role in modern marketing by shaping consumer perceptions and enhancing brand credibility. However, collaborating with human KOLs often invol…
ReCap: Event-Aware Image Captioning with Article Retrieval and Semantic Gaussian Normalization
Thinh-Phuc Nguyen, Thanh-Hai Nguyen, Gia-Huy Dinh +3
Image captioning systems often produce generic descriptions that fail to capture event-level semantics which are crucial for applications like news reporting and digital archiving.…
EVENT-Retriever: Event-Aware Multimodal Image Retrieval for Realistic Captions
Dinh-Khoi Vo, Van-Loc Nguyen, Minh-Triet Tran +1
Event-based image retrieval from free-form captions presents a significant challenge: models must understand not only visual features but also latent event semantics, context, and…
TaleForge: Interactive Multimodal System for Personalized Story Creation
Minh-Loi Nguyen, Quang-Khai Le, Tam V. Nguyen +2
Storytelling is a deeply personal and creative process, yet existing methods often treat users as passive consumers, offering generic plots with limited personalization. This under…
SAMURAI: Shape-Aware Multimodal Retrieval for 3D Object Identification
Dinh-Khoi Vo, Van-Loc Nguyen, Minh-Triet Tran +1
Retrieving 3D objects in complex indoor environments using only a masked 2D image and a natural language description presents significant challenges. The ROOMELSA challenge limits…
VisionGuard: Synergistic Framework for Helmet Violation Detection
Lam-Huy Nguyen, Thinh-Phuc Nguyen, Thanh-Hai Nguyen +3
Enforcing helmet regulations among motorcyclists is essential for enhancing road safety and ensuring the effectiveness of traffic management systems. However, automatic detection o…
KiseKloset for Fashion Retrieval and Recommendation
Thanh-Tung Phan-Nguyen, Khoi-Nguyen Nguyen-Ngoc, Tam V. Nguyen +2
The global fashion e-commerce industry has become integral to people's daily lives, leveraging technological advancements to offer personalized shopping experiences, primarily thro…
Interactive Interface For Semantic Segmentation Dataset Synthesis
Ngoc-Do Tran, Minh-Tuan Huynh, Tam V. Nguyen +2
The rapid advancement of AI and computer vision has significantly increased the demand for high-quality annotated datasets, particularly for semantic segmentation. However, creatin…
PrefPaint: Enhancing Medical Image Inpainting through Expert Human Feedback
Duy-Bao Bui, Hoang-Khang Nguyen, Thao Thi Phuong Dao +5
Inpainting, the process of filling missing or corrupted image parts, has broad applications in medical imaging. However, generating anatomically accurate synthetic polyp images for…
GenFlow: Interactive Modular System for Image Generation
Duc-Hung Nguyen, Huu-Phuc Huynh, Minh-Triet Tran +1
Generative art unlocks boundless creative possibilities, yet its full potential remains untapped due to the technical expertise required for advanced architectural concepts and com…
Shape2Animal: Creative Animal Generation from Natural Silhouettes
Quoc-Duy Tran, Anh-Tuan Vo, Dinh-Khoi Vo +3
Humans possess a unique ability to perceive meaningful patterns in ambiguous stimuli, a cognitive phenomenon known as pareidolia. This paper introduces Shape2Animal framework to mi…
ShowFlow: From Robust Single Concept to Condition-Free Multi-Concept Generation
Trong-Vu Hoang, Quang-Binh Nguyen, Thanh-Toan Do +3
Customizing image generation remains a core challenge in controllable image synthesis. For single-concept generation, maintaining both identity preservation and prompt alignment is…
CPAM: Context-Preserving Adaptive Manipulation for Zero-Shot Real Image Editing
Dinh-Khoi Vo, Thanh-Toan Do, Tam V. Nguyen +2
Editing natural images using textual descriptions in text-to-image diffusion models remains a significant challenge, particularly in achieving consistent generation and handling co…
OpenEvents V1: Large-Scale Benchmark Dataset for Multimodal Event Grounding
Hieu Nguyen, Phuc-Tan Nguyen, Thien-Phuc Tran +4
We introduce OpenEvents V1a large-scale benchmark dataset designed to advance event-centric vision-language understanding. Unlike conventional image captioning and retrieval datase…
FaR: Enhancing Multi-Concept Text-to-Image Diffusion via Concept Fusion and Localized Refinement
Gia-Nghia Tran, Quang-Huy Che, Trong-Tai Dam Vu +4
Generating multiple new concepts remains a challenging problem in the text-to-image task. Current methods often overfit when trained on a small number of samples and struggle with…