Mohamed Abdelfattah

8 papers · 2020–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (23) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

CVPR (2) ECCV (2) NIPS (2) EMNLP (1) ICCV (1)

Top co-authors

Royson Lee (2) Łukasz Dudziak (2) Nicholas Lane (2) Alexandre Alahi (2) Hongkai Wen (2) Thomas Chau (2) Hyeji Kim (2) Wenqi Xian (1) Paul Debevec (1) Kenneth Church (1)

Keywords

neural architecture search (2) representation learning (1) contrastive learning (1) semantic segmentation (1) benchmark evaluation (1) action recognition (1) pose estimation (1) object detection (1) image captioning (1) emotion recognition (1) depth estimation (1) instance segmentation (1) deformable object (1) cultural awareness (1) video processing (1) high resolution (1) cultural diversity (1) graph convolutional network (1) performance prediction (1) architecture optimization (1)

Papers

FlashDepth: Real-time Streaming Video Depth Estimation at 2K Resolution ICCV 2025

MaskCLR: Attention-Guided Contrastive Learning for Robust Action Representation Learning CVPR 2024

S-JEPA: A Joint Embedding Predictive Architecture for Skeletal Action Recognition ECCV 2024

ArtELingo: A Million Emotion Annotations of WikiArt with Emphasis on Diversity over Language and Culture EMNLP 2022

ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes CVPR 2022

BLOX: Macro Neural Architecture Search Benchmark and Algorithms NIPS 2022

Journey Towards Tiny Perceptual Super-Resolution ECCV 2020

BRP-NAS: Prediction-based NAS using GCNs NIPS 2020