Elgammal, Ahmed
- CAN: Creative Adversarial Networks, Generating "Art" by Learning About\n Styles and Deviating from Style Norms
2017/06/21 by Ahmed Elgammal, Bingchen Liu, Elgammal, Ahmed +5 · 4 voices · 27 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 · 32 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 · 2 citations
#cs.CV #cs.LG
- Quantifying Creativity in Art Networks
2015/06/02 by Ahmed Elgammal, Babak Saleh, Elgammal, Ahmed +1 · 1 voice · 3 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, Liu, Bingchen, Yizhe Zhu +5 · 8 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 · 8 citations
Computer Science · Medicine · Engineering · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Geophysical Methods and Applications
- The Shape of Art History in the Eyes of the Machine
2018/01/23 by Elgammal, Ahmed, Mazzone, Marian, Liu, Bingchen +2 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation
2024/04/08 by Kunpeng Song, Yizhe Zhu, Song, Kunpeng +9 · 8 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
- Disconnected Manifold Learning for Generative Adversarial Networks
2018/06/03 by Mahyar Khayatkhoei, Khayatkhoei, Mahyar, Ahmed Elgammal +3 · 3 citations
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)
- Learning Hypergraph-regularized Attribute Predictors
2015/03/19 by Huang, Sheng, Elhoseiny, Mohamed, Elgammal, Ahmed +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Link the head to the "beak": Zero Shot Learning from Noisy Text Description at Part Precision
2017/09/04 by Elhoseiny, Mohamed, Zhu, Yizhe, Zhang, Han +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts
2017/12/04 by Zhu, Yizhe, Elhoseiny, Mohamed, Liu, Bingchen +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Graphical Contrastive Losses for Scene Graph Parsing
2019/03/07 by Zhang, Ji, Shih, Kevin J., Elgammal, Ahmed +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Spatial Frequency Bias in Convolutional Generative Adversarial Networks
2020/10/04 by Mahyar Khayatkhoei, Ahmed Elgammal, Khayatkhoei, Mahyar +1 · 2 citations
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
- Large-Scale Visual Relationship Understanding
2018/04/27 by Ji Zhang, Yannis Kalantidis, Zhang, Ji +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
- Diffusion Guided Domain Adaptation of Image Generators
2022/12/08 by Kunpeng Song, Ligong Han, Song, Kunpeng +7 · 2 citations
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
- TIME: Text and Image Mutual-Translation Adversarial Networks
2020/05/27 by Bingchen Liu, Liu, Bingchen, Kunpeng Song +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
- 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)
- Llama Learns to Direct: DirectorLLM for Human-Centric Video Generation
2024/12/19 by Song, Kunpeng, Hou, Tingbo, He, Zecheng +12 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Introduction to the 1st Place Winning Model of OpenImages Relationship Detection Challenge
2018/11/01 by Ji Zhang, Kevin J. Shih, Zhang, Ji +7 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Topic Modeling
- AI Art Neural Constellation: Revealing the Collective and Contrastive State of AI-Generated and Human Art
2024/02/04 by Khan, Faizan Farooq, Kim, Diana, Jha, Divyansh +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences