1 citations · 1 across the 3 of their papers we have counts for
5 papers
Accelerating Transformers with Spectrum-Preserving Token Merging
Hoai-Chau Tran, Duy M. H. Nguyen, Duy M. Nguyen +7
Increasing the throughput of the Transformer architecture, a foundational component used in numerous state-of-the-art models for vision and language tasks (e.g., GPT, LLaVa), is an…
Dialogue-to-Video Retrieval
Chenyang Lyu, Manh-Duy Nguyen, Van-Tu Ninh +3
Recent years have witnessed an increasing amount of dialogue/conversation on the web especially on social media. That inspires the development of dialogue-based retrieval, in which…
HADA: A Graph-based Amalgamation Framework in Image-text Retrieval
Manh-Duy Nguyen, Binh T. Nguyen, Cathal Gurrin
Many models have been proposed for vision and language tasks, especially the image-text retrieval task. All state-of-the-art (SOTA) models in this challenge contained hundreds of m…
An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices
Van-Tu Ninh, Manh-Duy Nguyen, Sinéad Smyth +4
Stress is a complex issue with wide-ranging physical and psychological impacts on human daily performance. Specifically, acute stress detection is becoming a valuable application i…
A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval
Manh-Duy Nguyen, Binh T. Nguyen, Cathal Gurrin
Conventional approaches to image-text retrieval mainly focus on indexing visual objects appearing in pictures but ignore the interactions between these objects. Such objects occurr…