Ullrich, Karen

1. An Introduction to Vision-Language Modeling
   2024/05/27 by Florian Bordes, Richard Yuanzhe Pang, Bordes, Florian +80 · 4 voices · 49 citations
   Computer Science · Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #cs.LG
2. Bayesian Compression for Deep Learning
   2017/05/24 by Christos Louizos, Louizos, Christos, Karen Ullrich +3 · 1 voice · 8 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
3. Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search
   2025/01/16 by Daniel Severo, Giuseppe Ottaviano, Severo, Daniel +8 · 9 voices · 1 citation
   Computer Science · #Data Management and Algorithms #Face and Expression Recognition #Advanced Image and Video Retrieval Techniques
4. Soft Weight-Sharing for Neural Network Compression
   2017/02/13 by Ullrich, Karen, Meeds, Edward, Welling, Max · 9 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. On the Challenges and Opportunities in Generative AI
   2024/02/28 by Laura Manduchi, Manduchi, Laura, Kushagra Pandey +48 · 12 citations
   Computer Science · #AI-based Problem Solving and Planning #Cognitive Computing and Networks #Evolutionary Algorithms and Applications
6. Lossy Compression for Lossless Prediction
   2021/06/21 by Yann Dubois, Benjamin Bloem-Reddy, Dubois, Yann +5 · 6 citations
   Computer Science · #Advanced Data Compression Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles
   2024/10/11 by Buu Phan, Phan, Buu, Brandon Amos +9 · 1 voice · 8 citations
   #cs.CL #cs.LG
8. Mission Impossible: A Statistical Perspective on Jailbreaking LLMs
   2024/08/02 by Jingtong Su, Su, Jingtong, Julia Kempe +3 · 8 citations
   Computer Science · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Law, Economics, and Judicial Systems #Machine Learning (cs.LG)
9. A Single Character can Make or Break Your LLM Evals
   2025/10/02 by Jingtong Su, Su, Jingtong, Jianyu Zhang +7 · 3 voices · 3 citations
   Social Sciences · #Artificial Intelligence in Law #cs.AI #cs.CL
10. Image Compression with Product Quantized Masked Image Modeling
    2022/12/14 by Alaaeldin El-Nouby, Matthew J. Muckley, El-Nouby, Alaaeldin +9 · 4 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
11. Understanding and Mitigating Tokenization Bias in Language Models
    2024/06/24 by Buu Phan, Phan, Buu, Marton Havasi +5 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
12. End-To-End Causal Effect Estimation from Unstructured Natural Language Data
    2024/07/09 by Nikita Dhawan, Leonardo Cotta, Dhawan, Nikita +7 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Bayesian Modeling and Causal Inference
13. Optical Music Recognition with Convolutional Sequence-to-Sequence Models
    2017/07/16 by Eelco van der Wel, Karen Ullrich, van der Wel, Eelco +1 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Music and Audio Processing #Sound (cs.SD)
14. Task-Dependent Evaluation of LLM Output Homogenization: A Taxonomy-Guided Framework
    2025/09/25 by Shomik Jain, Jain, Shomik, Jack Lanchantin +10 · 3 citations
    Engineering · Materials Science · Medicine · #Advancements in Photolithography Techniques #Cell Adhesion Molecules Research #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Copper Interconnects and Reliability #FOS: Computer and information sciences
15. From Concepts to Components: Concept-Agnostic Attention Module Discovery in Transformers
    2025/06/20 by Su, Jingtong, Kempe, Julia, Ullrich, Karen · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
16. EvalGIM: A Library for Evaluating Generative Image Models
    2024/12/13 by Melissa Hall, Oscar Mañas, Hall, Melissa +31 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques
17. Aligned Multi Objective Optimization
    2025/02/19 by Yonathan Efroni, Efroni, Yonathan, Ben Kertzu +10 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics