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Jitsev, Jenia

  1. LAION-5B: An open large-scale dataset for training next generation image-text models
    2022/10/16 by Christoph Schuhmann, Romain Beaumont, Schuhmann, Christoph +29 · 1 voice · 863 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CV #cs.LG
  2. LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs
    2021/11/03 by Christoph Schuhmann, Schuhmann, Christoph, Richard Vencu +15 · 2 voices · 249 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.CV #cs.LG
  3. DataComp-LM: In search of the next generation of training sets for language models
    2024/06/17 by Jeffrey Li, Alex Fang, Alex Chengyu Fang +121 · 2 voices · 141 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  4. Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models
    2024/06/04 by Marianna Nezhurina, Lucia Cipolina-Kun, Nezhurina, Marianna +5 · 24 voices · 24 citations
    Computer Science · Psychology · #Alice (programming language) #Cognitive science #Computer science #Epistemology #Natural Language Processing Techniques #Philosophy #Programming language #Psychology #Simple (philosophy) #State (computer science) #Topic Modeling #cs.AI #cs.CL #cs.LG
  5. DataComp: In search of the next generation of multimodal datasets
    2023/04/27 by Samir Yitzhak Gadre, Gabriel Ilharco, Gadre, Samir Yitzhak +65 · 154 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  6. OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models
    2023/08/02 by Anas Awadalla, Irena Gao, Awadalla, Anas +29 · 96 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  7. OpenThoughts: Data Recipes for Reasoning Models
    2025/06/04 by Etash Guha, Ryan Marten, Guha, Etash +102 · 2 voices · 80 citations
    Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
  8. A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
    2024/01/22 by Zhihong Chen, Chen, Zhihong, Maya Varma +37 · 72 citations
    Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
  9. Language models scale reliably with over-training and on downstream tasks
    2024/03/13 by Samir Yitzhak Gadre, Georgios Smyrnis, Gadre, Samir Yitzhak +45 · 32 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  10. Resolving Discrepancies in Compute-Optimal Scaling of Language Models
    2024/06/27 by Tomer Porian, Mitchell Wortsman, Porian, Tomer +7 · 25 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  11. JUWELS Booster -- A Supercomputer for Large-Scale AI Research
    2021/06/30 by Stefan Kesselheim, Kesselheim, Stefan, Andreas Herten +33 · 4 citations
    Computer Science · Decision Sciences · #Advanced Neural Network Applications #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC) #cs.DC #cs.LG
  12. Game Reasoning Arena: A Framework and Benchmark for Assessing Reasoning Capabilities of Large Language Models via Game Play
    2025/08/05 by Lucia Cipolina-Kun, Cipolina-Kun, Lucia, Marianna Nezhurina +3 · 2 voices · 5 citations
    Computer Science · #Benchmark (surveying) #Game mechanics #Game theory #Key (lock) #Natural Language Processing Techniques #Reinforcement learning #Software deployment #Topic Modeling #cs.AI #cs.GT
  13. Generalization over different cellular automata rules learned by a deep feed-forward neural network
    2021/03/27 by Marcel Aach, Jens Henrik Goebbert, Aach, Marcel +3 · 1 citation
    Computer Science · Physics and Astronomy · #Adaptation and Self-Organizing Systems (nlin.AO) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #cs.AI #cs.LG #cs.NE #nlin.AO
  14. Project Alexandria: Towards Freeing Scientific Knowledge from Copyright Burdens via LLMs
    2025/02/26 by Christoph Schuhmann, Schuhmann, Christoph, Gollam Rabby +23 · 4 voices · 1 citation
    Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intellectual Property and Patents #Library Science and Information Systems #Machine Learning (cs.LG) #Wikis in Education and Collaboration #cs.AI #cs.CL #cs.LG
  15. A Good CREPE needs more than just Sugar: Investigating Biases in Compositional Vision-Language Benchmarks
    2025/06/09 by Vishaal Udandarao, Udandarao, Vishaal, Mehdi Cherti +9 · 1 voice · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CV
  16. Scaling Laws for Robust Comparison of Open Foundation Language-Vision Models and Datasets
    2025/06/05 by Marianna Nezhurina, Tomer Porian, Nezhurina, Marianna +11 · 1 voice · 4 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #cs.AI #cs.CV #cs.LG
  17. AudioToolAgent: An Agentic Framework for Audio-Language Models
    2025/10/03 by Gijs Wijngaard, Elia Formisano, Wijngaard, Gijs +4 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling
  18. Improving Performance, Robustness, and Fairness of Radiographic AI Models with Finely-Controllable Synthetic Data
    2025/08/22 by Moroianu, Stefania L., Bluethgen, Christian, Chambon, Pierre +8 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences