← Authors

Ahmed Elgammal

26 papers · 2013–2024 · 9 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (11) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (57) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution πŸ† Grand Slam 🀝 Dynamic Duo (10) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10) πŸ—ƒοΈ Keyword Collector (120) πŸš€ Conference Pioneer πŸ’Ž Century Club (26)

Conferences

CVPR (9) AAAI (6) ICCV (4) NIPS (2) ECCV (1) ICLR (1) ICML (1) IJCAI (1) WACV (1)

Top co-authors

Yizhe Zhu (10) Mohamed Elhoseiny (8) Bingchen Liu (8) Kunpeng Song (5) Babak Saleh (3) Ji Zhang (3) Amr Bakry (2) Jianwen Xie (2) Gerard de Melo (2) Dimitris Metaxas (2)

Keywords

zero-shot learning (6) generative adversarial network (5) convolutional neural network (4) image generation (4) object detection (3) visual relationship (3) object recognition (3) manifold learning (2) visual relationship detection (2) relationship detection (2) representation learning (2) domain adaptation (2) text description (2) generative model (2) semantic embedding (2) visual classifier (2) structured prediction (1) computer vision (1) feature extraction (1) pose estimation (1)

Papers

StyleGAN-Fusion: Diffusion Guided Domain Adaptation of Image Generators WACV 2024
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation ECCV 2024
Proxy Learning of Visual Concepts of Fine Art Paintings from Styles through Language Models AAAI 2022
Spatial Frequency Bias in Convolutional Generative Adversarial Networks AAAI 2022
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis ICLR 2021
TIME: Text and Image Mutual-Translation Adversarial Networks AAAI 2021
Self-Supervised Sketch-to-Image Synthesis AAAI 2021
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization AAAI 2020
Large-Scale Visual Relationship Understanding AAAI 2019
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning NIPS 2019
Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning ICCV 2019
Graphical Contrastive Losses for Scene Graph Parsing CVPR 2019
Disconnected Manifold Learning for Generative Adversarial Networks NIPS 2018
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR 2018
Link the Head to the "Beak": Zero Shot Learning From Noisy Text Description at Part Precision CVPR 2017
A Multilayer-Based Framework for Online Background Subtraction With Freely Moving Cameras ICCV 2017
Relationship Proposal Networks CVPR 2017
Incorporating Prototype Theory in Convolutional Neural Networks IJCAI 2016
SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition CVPR 2016
A Comparative Analysis and Study of Multiview CNN Models for Joint Object Categorization and Pose Estimation ICML 2016
Learning Hypergraph-Regularized Attribute Predictors CVPR 2015
Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction CVPR 2014
Object-Centric Anomaly Detection by Attribute-Based Reasoning CVPR 2013
Online Motion Segmentation Using Dynamic Label Propagation ICCV 2013
MKPLS: Manifold Kernel Partial Least Squares for Lipreading and Speaker Identification CVPR 2013
Write a Classifier: Zero-Shot Learning Using Purely Textual Descriptions ICCV 2013