Ahmed Elgammal

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

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Achievements

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🗺️ Taxonomy Completionist (54) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🧬 Topic Evolution 🏆 Grand Slam 🏆 Keyword Champion (3) 🧭 Keyword Pioneer 🤝 Dynamic Duo (10) 🔥 Unstoppable · Silver 🚀 Conference Pioneer 🗃️ Keyword Collector (123) 📈 Trend Setter 💎 Century Club · Bronze

Venues

CVPR (9) AAAI (6) ICCV (4) NeurIPS (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)

Research topics

Machine Learning (21) Deep Learning (17) Computer Vision (16) Learning Types · Machine Learning (16) Core Methods (11) Analysis (9) Learning Types · Deep Learning (9) Artificial Intelligence (8) Models (8) Generation (5) Application Areas (4) Architectures (4) Core AI (4) Learning Paradigms (4) Processing (2)

Keywords

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

Papers

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