Publications

ToddlerDiffusion: Flash Interpretable Controllable Diffusion Model
E Mohamed, L Zhao, Tao Hu, M Cord, P Perez, M Elhouseiny.
Under Review.

Sketch2Stitch: GANs for Abstract Sketch-Based Dress Synthesis
F Khan, D Morelli, E Mohamed, M Cornia, R Cucchiara, M Elhoseiny
Under Review.

ImageCaptioner$^2$: Image Captioner for Image Captioning Bias Amplification Assessment
E Mohamed, P Sun, Li Erran Li, M Elhoseiny
Under Review.

CoT3DRef: Chain‐of‐Thoughts Data‐Efficient 3D Visual Grounding
E Mohamed, M Ayman, M Ahmed, H Slim, M Elhouseiny.
ICLR 2024.

HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models
E Mohamed, P Sun, X Shen, F Khan, L Erran, M Elhoseiny.
ICCV 2023.

Look Around and Refer: 2D Synthetic Semantics Knowledge Distillation for 3D Visual Grounding
E Mohamed, Y Alsaedy, M Elhouseiny.
NeurIPS 2022.

MTL-TransMODS: Cascaded Multi-Task Learning for Moving Object Detection and Segmentation with Unified Transformers
E Mohamed, A El-sallab.
NeurIPS workshop 2021.

EMCA: Efficient Multiscale Channel Attention Module
E Mohamed, A El-sallab, M Rashwan.
IEEE Access 2022.

Generalized Object Detection on Fisheye Cameras for Autonomous Driving: Dataset, Representations and Baseline
H Rashed, E Mohamed, G Sistu, VR Kumar, C Eising, A El-Sallab, S Yogamani.
WACV 2020.

INSTA-YOLO: Real Time Instance Segmentation based on YOLO
E Mohamed, A Shaker, A El-Sallab, M Hadhoud.
ICML workshop 2020.

Spatio-Temporal Multi-Task Learning Transformer for Joint Moving Object Detection and Segmentation
E Mohamed, A El-sallab.
IEEE ITSC 2021.

Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-task Baseline
E Mohamed, M Ewaisha, M Siam, H Rashed, S Yogamani, W Hamdy, M El-Dakdouky, A El-Sallab.
IEEE IV 2021.

ST-DETR: Spatio-Temporal Object Traces Attention Detection Transformer
E Mohamed, A El-sallab.
ICML workshop 2021.

MODETR: Moving Object Detection with Transformers
E Mohamed, A El-sallab.
NeurIPS workshop 2020.

End-to-End Deep Learning Proactive Content Caching Framework
E Mohamed, H Ben-Ammar, H M Eraqi, S G Aly, T Elbatt, Y Ghamri-Doudane.
Globecom 2022.

PKCAM: Previous Knowledge Channel Attention Module
E Mohamed, A El-sallab, M Rashwan.
NeurIPS workshop 2021.

End-to-End Deep Path Planning and Automatic Emergency Braking Camera Cocoon-based Solution
E Mohamed, M Abdou, OA Nasr.
NeurIPS workshop 2019.