Seung‐June Oh

1. Playing repeated games with large language models
   2023/05/26 by Elif Akata, Lion Schulz, Julian Coda-Forno +4 · 2 voices · 27 citations
   Computer Science · Social Sciences · #Evolutionary Game Theory and Cooperation #Language and cultural evolution #Topic Modeling #cs.CL
2. ProPILE: Probing Privacy Leakage in Large Language Models
   2023/07/04 by Siwon Kim, Kim, Siwon, Sangdoo Yun +9 · 31 citations
   Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Topic Modeling
3. Dataset Condensation via Efficient Synthetic-Data Parameterization
   2022/05/30 by Jang-Hyun Kim, Kim, Jang-Hyun, Jinuk Kim +13 · 23 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Speech Recognition and Synthesis
4. Apoptotic death of photoreceptors in the streptozotocin-induced diabetic rat retina
   2003/09/01 by S.-H. Park, J.-W. Park, S.-J. Park +8 · 27 citations
   Medicine · Biochemistry, Genetics and Molecular Biology · #Retinal Diseases and Treatments #Retinal Development and Disorders #Pain Mechanisms and Treatments
5. ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets
   2022/09/01 by Damien Teney, Teney, Damien, Lin, Yong +4 · 8 citations
   Computer Science · #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI) #Data Stream Mining Techniques
6. Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models
   2024/10/31 by Haritz Puerto, Puerto, Haritz, Martin Gubri +6 · 2 voices · 9 citations
   Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG
7. Weakly Supervised Semantic Segmentation using Out-of-Distribution Data
   2022/03/08 by Jungbeom Lee, Lee, Jungbeom, Seung‐June Oh +9 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
8. Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs
   2023/02/06 by Michael Kirchhof, Kirchhof, Michael, Enkelejda Kasneci +3 · 4 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
9. SelecMix: Debiased Learning by Contradicting-pair Sampling
   2022/11/04 by Inwoo Hwang, Hwang, Inwoo, Sang-Jun Lee +11 · 5 citations
   Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Machine Learning and Data Classification
10. Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documents
    2024/04/24 by Evgenii Kortukov, Alexander Rubinstein, Kortukov, Evgenii +5 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
11. Adversarial Image Perturbation for Privacy Protection -- A Game Theory\n Perspective
    2017/03/28 by Seong Joon Oh, Mario Fritz, Oh, Seong Joon +4 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Chaos-based Image/Signal Encryption #Computer Science and Game Theory (cs.GT) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Wireless Communication Security Techniques
12. Person Recognition in Personal Photo Collections
    2015/09/11 by Seong Joon Oh, Seung‐June Oh, Rodrigo Benenson +6 · 1 voice
    Computer Science · #Face recognition and analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #cs.CV
13. URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates
    2023/07/07 by Michael Kirchhof, Bálint Mucsányi, Kirchhof, Michael +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
14. Pretrained Visual Uncertainties
    2024/02/26 by Michael Kirchhof, Kirchhof, Michael, Mark Collier +5 · 1 citation
    Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #History and Developments in Astronomy #Machine Learning (cs.LG)
15. Towards User-Focused Research in Training Data Attribution for Human-Centered Explainable AI
    2024/09/25 by Elisa Nguyen, Johannes Bertram, Nguyen, Elisa +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)