Ahmed Elgammal
- CAN: Creative Adversarial Networks, Generating "Art" by Learning About\n Styles and Deviating from Style Norms
2017/06/21 by Ahmed Elgammal, Elgammal, Ahmed, Bingchen Liu +5 · 4 voices · 22 citations
Computer Science · Neuroscience · #Generative Adversarial Networks and Image Synthesis #Aesthetic Perception and Analysis #Music Technology and Sound Studies
- Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature
2015/05/05 by Babak Saleh, Ahmed Elgammal, Saleh, Babak +1 · 26 citations
Computer Science · Neuroscience · Physics and Astronomy · #Aesthetic Perception and Analysis #Color Science and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimedia (cs.MM)
- Toward Automated Discovery of Artistic Influence
2014/08/14 by Babak Saleh, Saleh, Babak, Kanako Abe +5 · 1 voice · 1 citation
#cs.CV #cs.LG
- Quantifying Creativity in Art Networks
2015/06/02 by Ahmed Elgammal, Babak Saleh, Elgammal, Ahmed +1 · 1 voice · 2 citations
Neuroscience · Arts and Humanities · Psychology · #Aesthetic Perception and Analysis #Museums and Cultural Heritage #Creativity in Education and Neuroscience
- Towards Faster and Stabilized GAN Training for High-fidelity Few-shot\n Image Synthesis
2021/01/12 by Bingchen Liu, Yizhe Zhu, Liu, Bingchen +5 · 7 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Digital Media Forensic Detection
- Semantic-Guided Multi-Attention Localization for Zero-Shot Learning
2019/03/01 by Yizhe Zhu, Jianwen Xie, Zhu, Yizhe +7 · 5 citations
Computer Science · Medicine · Engineering · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Geophysical Methods and Applications
- MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation
2024/04/08 by Kunpeng Song, Yizhe Zhu, Song, Kunpeng +9 · 6 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- Large-Scale Visual Relationship Understanding
2018/04/27 by Ji Zhang, Zhang, Ji, Yannis Kalantidis +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Disconnected Manifold Learning for Generative Adversarial Networks
2018/06/03 by Mahyar Khayatkhoei, Ahmed Elgammal, Khayatkhoei, Mahyar +3 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- TIME: Text and Image Mutual-Translation Adversarial Networks
2020/05/27 by Bingchen Liu, Kunpeng Song, Liu, Bingchen +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Spatial Frequency Bias in Convolutional Generative Adversarial Networks
2020/10/04 by Mahyar Khayatkhoei, Ahmed Elgammal, Khayatkhoei, Mahyar +1 · 1 citation
Computer Science · #Advanced Image Processing Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- Formal Analysis of Art: Proxy Learning of Visual Concepts from Style Through Language Models
2022/01/05 by Diana Kim, Kim, Diana, Ahmed Elgammal +3 · 1 citation
Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.10 #I.2.6 #I.2.7 #Image Retrieval and Classification Techniques #J.5 #Machine Learning (cs.LG)
- Diffusion Guided Domain Adaptation of Image Generators
2022/12/08 by Kunpeng Song, Song, Kunpeng, Ligong Han +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis