Mohamed Elhoseiny

82 papers · 2013–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) 🏃 Academic Marathon (13) 🗺️ Taxonomy Completionist (104) 🌈 Renaissance Researcher (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (16) 🏆 Grand Slam 🔬 Deep Specialist (18) 🧬 Topic Evolution 🏆 Keyword Champion (2) ❓ The Questioner (2) 📈 Trend Setter 🗃️ Keyword Collector (272) ⚡ Prolific Year (16) 🔥 Unstoppable (12) 💎 Century Club (80) 🚀 Conference Pioneer

Conferences

CVPR (19) ICCV (16) ICLR (12) ECCV (10) NIPS (6) WACV (5) EMNLP (4) ICML (4) AAAI (3) CORL (1) EACL (1) MICCAI (1)

Top co-authors

Jun Chen (16) Xiaoqian Shen (11) Ahmed Elgammal (8) Deyao Zhu (8) Jian Ding (7) Ivan Skorokhodov (7) Wenxuan Zhang (7) Xiang Li (6) Youssef Mohamed (6) Faizan Farooq Khan (6)

Keywords

image captioning (7) zero-shot learning (6) image generation (5) generative adversarial network (5) object detection (4) object recognition (4) point cloud (4) large language model (4) multimodal learning (4) graph neural network (3) generative model (3) convolutional neural network (3) multimodal large language model (3) emotion recognition (3) video understanding (3) semantic segmentation (2) data augmentation (2) knowledge transfer (2) knowledge distillation (2) text generation (2)

Papers

M-MiniGPT4: Multilingual VLLM Alignment via Translated Data EACL 2026

Step-by-step Layered Design Generation AAAI 2026

iMotion-LLM: Instruction-Conditioned Trajectory Generation WACV 2026

Sketch2Stitch: GANs for Abstract Sketch-Based Dress Synthesis WACV 2026

Kestrel: 3D Multimodal LLM for Part-Aware Grounded Description ICCV 2025

Query-based Knowledge Transfer for Heterogeneous Learning Environments ICLR 2025

Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images WACV 2025

StoryGPT-V: Large Language Models as Consistent Story Visualizers CVPR 2025

Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ Documents CVPR 2025

Temporal Model-Based Federated Active Medical Image Classification MICCAI 2025

LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding ICML 2025

InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows EMNLP 2025

Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions EMNLP 2025

Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models ICLR 2025

ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge ICLR 2025

WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation ICCV 2025

From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning ICCV 2025

4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding ICCV 2025

Diffusion-Based Imaginative Coordination for Bimanual Manipulation ICCV 2025

AURELIA: Test-time Reasoning Distillation in Audio-Visual LLMs ICCV 2025

AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs ICCV 2025

Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations ECCV 2024

MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models ICLR 2024

No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 Languages EMNLP 2024

Overcoming Generic Knowledge Loss with Selective Parameter Update CVPR 2024

Label Delay in Online Continual Learning NIPS 2024

3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition NIPS 2024

CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding ICLR 2024

ImageCaptioner2: Image Captioner for Image Captioning Bias Amplification Assessment AAAI 2024

ShapeWalk: Compositional Shape Editing Through Language-Guided Chains CVPR 2024

Adversarial Text to Continuous Image Generation CVPR 2024

VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding NIPS 2024

A Hybrid Graph Network for Complex Activity Detection in Video WACV 2024

Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation ICLR 2024

Uni3DL: A Unified Model for 3D Vision-Language Understanding ECCV 2024

Goldfish: Vision-Language Understanding of Arbitrarily Long Videos ECCV 2024

Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time ECCV 2024

MoStGAN-V: Video Generation With Temporal Motion Styles CVPR 2023

MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding CVPR 2023

HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models ICCV 2023

Continual Zero-Shot Learning through Semantically Guided Generative Random Walks ICCV 2023

SLAMB: Accelerated Large Batch Training with Sparse Communication ICML 2023

OxfordTVG-HIC: Can Machine Make Humorous Captions from Images? ICCV 2023

Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only ICCV 2023

Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning ICLR 2023

FishNet: A Large-scale Dataset and Benchmark for Fish Recognition, Detection, and Functional Trait Prediction ICCV 2023

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

Social-Implicit: Rethinking Trajectory Prediction Evaluation and the Effectiveness of Implicit Maximum Likelihood Estimation ECCV 2022

StyleGAN-V: A Continuous Video Generator With the Price, Image Quality and Perks of StyleGAN2 CVPR 2022

Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification ECCV 2022

3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language WACV 2022

Look Around and Refer: 2D Synthetic Semantics Knowledge Distillation for 3D Visual Grounding NIPS 2022

3D CoMPaT: Composition of Materials on Parts of 3D Things ECCV 2022

VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning CVPR 2022

RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition CVPR 2022

It Is Okay To Not Be Okay: Overcoming Emotional Bias in Affective Image Captioning by Contrastive Data Collection CVPR 2022

PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies NIPS 2022

HalentNet: Multimodal Trajectory Forecasting with Hallucinative Intents ICLR 2021

Motion Forecasting with Unlikelihood Training in Continuous Space CORL 2021

ArtEmis: Affective Language for Visual Art CVPR 2021

Adversarial Generation of Continuous Images CVPR 2021

Exploring Long Tail Visual Relationship Recognition With Large Vocabulary ICCV 2021

Aligning Latent and Image Spaces To Connect the Unconnectable ICCV 2021

Class Normalization for (Continual)? Generalized Zero-Shot Learning ICLR 2021

Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation NIPS 2020

Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction CVPR 2020

Uncertainty-guided Continual Learning with Bayesian Neural Networks ICLR 2020

ReferIt3D: Neural Listeners for Fine-Grained 3D Object Identification in Real-World Scenes ECCV 2020

Compositional Language Continual Learning ICLR 2020

Large-Scale Visual Relationship Understanding AAAI 2019

Efficient Lifelong Learning with A-GEM ICLR 2019

Creativity Inspired Zero-Shot Learning ICCV 2019

GDPP: Learning Diverse Generations using Determinantal Point Processes ICML 2019

A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR 2018

Memory Aware Synapses: Learning what (not) to forget ECCV 2018

Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance ECCV 2018

Relationship Proposal Networks CVPR 2017

Link the Head to the "Beak": Zero Shot Learning From Noisy Text Description at Part Precision CVPR 2017

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

Write a Classifier: Zero-Shot Learning Using Purely Textual Descriptions ICCV 2013