Manuel Brack
15 papers · 2023–2025 · 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 · Bronze 🗺️ Taxonomy Completionist (30) 🧭 Keyword Pioneer
🤝
Dynamic Duo
(15)
🗃️
Keyword Collector
(76)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(9)
Artificial Intelligence
(7)
Machine Learning
(6)
Models
(6)
Computer Vision
(5)
Core AI
(5)
Application Areas
(4)
Generation
(4)
Learning Types · Deep Learning
(4)
Natural Language Processing
(3)
Learning Types · Machine Learning
(3)
Processing
(3)
Resources & Methods
(3)
Learning Paradigms
(2)
Interdisciplinary
(1)
Keywords
large language model
(4)
diffusion model
(3)
text-to-image generation
(3)
vision-language model
(2)
cross-lingual transfer
(2)
text-to-image synthesis
(2)
text-to-image diffusion
(2)
image editing
(2)
stable diffusion
(2)
preference learning
(1)
multilingual nlp
(1)
visual question answering
(1)
prompt engineering
(1)
multimodal learning
(1)
image generation
(1)
machine translation
(1)
computational efficiency
(1)
knowledge distillation
(1)
logical reasoning
(1)
scene graph
(1)
Papers
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
EMNLP 2025
LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models
ICML 2025
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes
ACL 2025
Community OSCAR: A Community Effort for Multilingual Web Data
EMNLP 2024
DeiSAM: Segment Anything with Deictic Prompting
NeurIPS 2024
Exploiting Cultural Biases via Homoglyphs inText-to-Image Synthesis (Abstract Reprint)
IJCAI 2024
LEDITS++: Limitless Image Editing using Text-to-Image Models
CVPR 2024
Occiglot at WMT24: European Open-source Large Language Models Evaluated on Translation
EMNLP 2024
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings
EMNLP 2024
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation
NeurIPS 2023
Distilling Adversarial Prompts from Safety Benchmarks: Report for the Adversarial Nibbler Challenge
AACL 2023
ILLUME: Rationalizing Vision-Language Models through Human Interactions
ICML 2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
NeurIPS 2023
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models
CVPR 2023
SEGA: Instructing Text-to-Image Models using Semantic Guidance
NeurIPS 2023