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mbrack 

authored 12 papers 3 months ago

How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions

Paper • 2506.16679 • Published Jun 20 • 1

Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations

Paper • 2303.09289 • Published Mar 16, 2023 • 2

Distilling Adversarial Prompts from Safety Benchmarks: Report for the Adversarial Nibbler Challenge

Paper • 2309.11575 • Published Sep 20, 2023

MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation

Paper • 2305.15296 • Published May 24, 2023 • 1

Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the World's Ugliness?

Paper • 2305.18398 • Published May 28, 2023 • 2

Does CLIP Know My Face?

Paper • 2209.07341 • Published Sep 15, 2022 • 1

Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis

Paper • 2209.08891 • Published Sep 19, 2022 • 2

The Stable Artist: Steering Semantics in Diffusion Latent Space

Paper • 2212.06013 • Published Dec 12, 2022 • 1

LLavaGuard: VLM-based Safeguards for Vision Dataset Curation and Safety Assessment

Paper • 2406.05113 • Published Jun 7, 2024 • 3

AtMan: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation

Paper • 2301.08110 • Published Jan 19, 2023 • 1

SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs

Paper • 2411.07122 • Published Nov 11, 2024 • 2

Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models

Paper • 2505.22232 • Published May 28 • 18

mbrack 

authored a paper 9 months ago

LLMs Lost in Translation: M-ALERT uncovers Cross-Linguistic Safety Gaps

Paper • 2412.15035 • Published Dec 19, 2024 • 4

mbrack 

authored a paper about 1 year ago

T-FREE: Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings

Paper • 2406.19223 • Published Jun 27, 2024 • 11

mbrack 

authored a paper almost 2 years ago

LEDITS++: Limitless Image Editing using Text-to-Image Models

Paper • 2311.16711 • Published Nov 28, 2023 • 24

mbrack 

authored 2 papers about 2 years ago

ILLUME: Rationalizing Vision-Language Models through Human Interactions

Paper • 2208.08241 • Published Aug 17, 2022 • 2

Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness

Paper • 2302.10893 • Published Feb 7, 2023 • 6

mbrack 

authored 2 papers over 2 years ago

Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models

Paper • 2211.05105 • Published Nov 9, 2022

SEGA: Instructing Diffusion using Semantic Dimensions

Paper • 2301.12247 • Published Jan 28, 2023 • 6