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Author

Polina Kirichenko

Observed name: Kirichenko, Polina
OpenAlex ID: A5084173427
Why Normalizing Flows Fail to Detect Out-of-Distribution Data
2020 · Kirichenko, Polina, Izmailov, Pavel, et al. · arXiv (Cornell University) · 134
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Does Knowledge Distillation Really Work?
2021 · Stanton, Samuel, Izmailov, Pavel, et al. · arXiv (Cornell University) · 118
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Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations
2022 · Kirichenko, Polina, Izmailov, Pavel, et al. · arXiv (Cornell University) · 73
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Semi-Supervised Learning with Normalizing Flows
2019 · Izmailov, Pavel, Kirichenko, Polina, et al. · arXiv (Cornell University) · 58
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SWALP : Stochastic Weight Averaging in Low-Precision Training
2019 · Yang, Guandao, Zhang, Tianyi, et al. · arXiv (Cornell University) · 58
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Subspace Inference for Bayesian Deep Learning
2019 · Izmailov, Pavel, Maddox, Wesley J., et al. · arXiv (Cornell University) · 54
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On Feature Learning in the Presence of Spurious Correlations
2022 · Pavel Izmailov, Polina Kirichenko, et al. · neural information processing systems · 46
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AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions
2025 · Polina Kirichenko, Mark Ibrahim, et al. · neural information processing systems · 25
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Task-agnostic Continual Learning with Hybrid Probabilistic Models
2021 · Kirichenko, Polina, Farajtabar, Mehrdad, et al. · arXiv (Cornell University) · 9
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Understanding the detrimental class-level effects of data augmentation
2023 · Polina Kirichenko, Mark Ibrahim, et al. · neural information processing systems · 7
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Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers
2022 · Wanqian Yang, Polina Kirichenko, et al. · neural information processing systems · 5
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Does Progress On Object Recognition Benchmarks Improve Real-World Generalization?
2023 · Richards, Megan, Kirichenko, Polina, et al. · arXiv (Cornell University) · 4
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Decomposed evaluations of geographic disparities in text-to-image models
2024 · Sureddy, Abhishek, Padalia, Dishant, et al. · arXiv (Cornell University) · 3
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LLM Knowledge is Brittle: Truthfulness Representations Rely on Superficial Resemblance
2025 · Haller, Patrick, Ibrahim, Mark, et al. · arXiv (Cornell University) · 1
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The Impact of Coreset Selection on Spurious Correlations and Group Robustness
2025 · Amaya Dharmasiri, William Yang, et al. · neural information processing systems · 1
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Modeling Caption Diversity in Contrastive Vision-Language Pretraining
2024 · Lavoie, Samuel, Kirichenko, Polina, et al. · arXiv (Cornell University) · 1
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Don't Forget What You Just Learned: Self-Directed Repair Turns Agent Mistakes Into Lasting Lessons
2026 · Kansal, Yuval, Ullrich, Karen, et al. · arXiv (Cornell University)
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Quantized Reasoning Models Think They Need to Think Longer, but They Do Not
2026 · Lotfi, Sanae, Kirichenko, Polina, et al. · arXiv (Cornell University)
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Muse Spark Safety & Preparedness Report
2026 · Menghini, Cristina, Ney, Peter, et al. · arXiv (Cornell University)
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Out-of-Distribution Detection Methods Answer the Wrong Questions
2025 · Li, Yucen Lily, Lu, Daohan, et al. · arXiv (Cornell University)
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Visual Compositional Tuning
2025 · Wu, Xindi, Hwang, Hee Seung, et al. · arXiv (Cornell University)
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What’s in Common? Multimodal Models Hallucinate When Reasoning Across Scenes
2025 · Candace Ross, Florian Bordes, et al. · neural information processing systems
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Works count: 22
Citation count: 533
H-index: 7
I10-index: 7
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