Manuel Brack
16 papers · 2023–2025 · 8 conferences · across top CS/AI conferences
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EMNLP (4)
NIPS (4)
CVPR (2)
ICML (2)
AACL (1)
ACL (1)
IJCAI (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(4)
text-to-image generation
(3)
diffusion model
(3)
cross-lingual transfer
(2)
text-to-image diffusion
(2)
text-to-image synthesis
(2)
stable diffusion
(2)
image editing
(2)
preference learning
(1)
multilingual nlp
(1)
visual question answering
(1)
image generation
(1)
prompt engineering
(1)
multimodal learning
(1)
machine translation
(1)
knowledge distillation
(1)
logical reasoning
(1)
scene graph
(1)
computational efficiency
(1)
corpus construction
(1)
Papers
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes
ACL 2025
LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models
ICML 2025
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
EMNLP 2025
DeiSAM: Segment Anything with Deictic Prompting
NIPS 2024
LEDITS++: Limitless Image Editing using Text-to-Image Models
CVPR 2024
Community OSCAR: A Community Effort for Multilingual Web Data
EMNLP 2024
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings
EMNLP 2024
Occiglot at WMT24: European Open-source Large Language Models Evaluated on Translation
EMNLP 2024
Exploiting Cultural Biases via Homoglyphs inText-to-Image Synthesis (Abstract Reprint)
IJCAI 2024
Distilling Adversarial Prompts from Safety Benchmarks: Report for the Adversarial Nibbler Challenge
IJCNLP 2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
NIPS 2023
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation
NIPS 2023
Distilling Adversarial Prompts from Safety Benchmarks: Report for the Adversarial Nibbler Challenge
AACL 2023
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models
CVPR 2023
ILLUME: Rationalizing Vision-Language Models through Human Interactions
ICML 2023
SEGA: Instructing Text-to-Image Models using Semantic Guidance
NIPS 2023