Rubinstein, Alexander

1. Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documents
   2024/04/24 by Evgenii Kortukov, Kortukov, Evgenii, Alexander Rubinstein +5 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
2. Mitigating Shortcut Learning with Diffusion Counterfactuals and Diverse Ensembles
   2023/11/23 by Scimeca, Luca, Rubinstein, Alexander, Teney, Damien +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks
   2023/10/03 by Luca Scimeca, Alexander Rubinstein, Scimeca, Luca +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
4. Scalable Ensemble Diversification for OOD Generalization and Detection
   2024/09/25 by Alexander Rubinstein, Rubinstein, Alexander, Luca Scimeca +5 · 1 voice · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG