Roy Ganz
13 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🗃️ Keyword Collector (61)
💎
Century Club · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Deep Learning
(7)
Machine Learning
(6)
Computer Vision
(5)
Learning Types · Machine Learning
(5)
Architectures
(4)
Application Areas
(3)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Processing
(2)
Applications · Computer Vision
(1)
Keywords
vision-language model
(5)
adversarial training
(4)
visual question answering
(3)
adversarial robustness
(3)
large language model
(3)
diffusion model
(2)
perceptually aligned gradient
(2)
image captioning
(2)
image generation
(2)
document understanding
(2)
image synthesis
(1)
test-time adaptation
(1)
robust classification
(1)
image editing
(1)
game theory
(1)
vision transformer
(1)
inductive bia
(1)
image inpainting
(1)
information extraction
(1)
text-to-image generation
(1)
Papers
DREAM: Deep Research Evaluation with Agentic Metrics
ACL 2026
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness
ICLR 2025
Class-Conditioned Transformation for Enhanced Robust Image Classification
WACV 2025
DocVLM: Make Your VLM an Efficient Reader
CVPR 2025
Paint by Inpaint: Learning to Add Image Objects by Removing Them First
CVPR 2025
CLIPAG: Towards Generator-Free Text-to-Image Generation
WACV 2024
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination
NeurIPS 2024
FuseCap: Leveraging Large Language Models for Enriched Fused Image Captions
WACV 2024
GRAM: Global Reasoning for Multi-Page VQA
CVPR 2024
Question Aware Vision Transformer for Multimodal Reasoning
CVPR 2024
CLIPTER: Looking at the Bigger Picture in Scene Text Recognition
ICCV 2023
Do Perceptually Aligned Gradients Imply Robustness?
ICML 2023
Towards Models that Can See and Read
ICCV 2023