58 citations · 166 across the 16 of their papers we have counts for
4 papers · 1 filter
Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024
Nuria Alina Chandra, Hannah Lee, Ryan Murtfeldt +10
In the age of increasingly realistic generative AI, robust deepfake detection is essential for mitigating fraud and disinformation. While many deepfake detectors report high accura…
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis
Seunghoon Hong, Dingdong Yang, Jongwook Choi +1
We propose a novel hierarchical approach for text-to-image synthesis by inferring semantic layout. Instead of learning a direct mapping from text to image, our algorithm decomposes…
Supervising Neural Attention Models for Video Captioning by Human Gaze Data
Youngjae Yu, Jongwook Choi, Yeonhwa Kim +3
The attention mechanisms in deep neural networks are inspired by human's attention that sequentially focuses on the most relevant parts of the information over time to generate pre…
End-to-end Concept Word Detection for Video Captioning, Retrieval, and Question Answering
Youngjae Yu, Hyungjin Ko, Jongwook Choi +1
We propose a high-level concept word detector that can be integrated with any video-to-language models. It takes a video as input and generates a list of concept words as useful se…