5 papers
PhysPlan: Grounded Physical State Reasoning and Graph-Guided Optimization for Physically Plausible Video Generation
Minh-Loi Nguyen, Xuan-Vu Le, Thanh-Toan Do +3
Video diffusion models (VDMs) synthesize photorealistic content, yet they often fail to follow the course that a physical phenomenon should take within a given scene. Recent traini…
Hybrid Compression: Integrating Pruning and Quantization for Optimized Neural Networks
Minh-Loi Nguyen, Long-Bao Nguyen, Van-Hieu Huynh +2
Deep neural networks have witnessed remarkable advancements in recent years and have become integral to various applications. However, alongside these developments, training and de…
Hierarchical Multi-Modal Retrieval for Knowledge-Grounded News Image Captioning
Minh-Loi Nguyen, Xuan-Vu Le, Long-Bao Nguyen +2
Traditional image captioning methods often struggle to generate comprehensive, context-rich descriptions, especially for details not directly observable from visual cues. To overco…
GraphStory: Collaborative Story Writing through Event-Based Narrative Editing
Xuan-Vu Le, Minh-Loi Nguyen, Khanh-Duy Le +2
Story writing is a popular yet complex creative activity that requires organization of ideas and iterative exploration, particularly during early-stage ideation. While many AI-base…
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…