Rosanne Liu

Most-cited papers

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb +446 more
2022arXiv.org2,702 citations
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Plug and Play Language Models: A Simple Approach to Controlled Text Generation
Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung +4 more
2019International Conference on Learning Representations1,294 citations
Semantic Scholar
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
Rosanne Liu, J. Lehman, Piero Molino, F. Such +3 more
2018Neural Information Processing Systems1,088 citations
Semantic Scholar
Measuring the Intrinsic Dimension of Objective Landscapes
Chunyuan Li, Heerad Farkhoor, Rosanne Liu, J. Yosinski
2018International Conference on Learning Representations598 citations
Semantic Scholar
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask
Hattie Zhou, Janice Lan, Rosanne Liu, J. Yosinski
2019Neural Information Processing Systems432 citations
Semantic Scholar
What does a platypus look like? Generating customized prompts for zero-shot image classification
Sarah Pratt, Ian Covert, Rosanne Liu, Ali Farhadi
2022IEEE International Conference on Computer Vision400 citations Open access
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Supermasks in Superposition
Mitchell Wortsman, V. Ramanujan, Rosanne Liu, Aniruddha Kembhavi +3 more
2020Neural Information Processing Systems368 citations
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Extremely Simple Activation Shaping for Out-of-Distribution Detection
Andrija Djurisic, Nebojsa Bozanic, Arjun Ashok, Rosanne Liu
2022International Conference on Learning Representations293 citations Open access
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Faster Neural Networks Straight from JPEG
Lionel Gueguen, Alexander Sergeev, B. Kadlec, Rosanne Liu +1 more
2018Neural Information Processing Systems269 citations
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Language Models are Few-shot Multilingual Learners
Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Rosanne Liu +2 more
2021MRL179 citations Open access
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Character-Aware Models Improve Visual Text Rendering
Rosanne Liu, Dan Garrette, Chitwan Saharia, William Chan +6 more
2022Annual Meeting of the Association for Computational Linguistics107 citations Open access
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An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents
F. Such, Vashisht Madhavan, Rosanne Liu, Rui Wang +7 more
2018International Joint Conference on Artificial Intelligence55 citations Open access
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LCA: Loss Change Allocation for Neural Network Training
Janice Lan, Rosanne Liu, Hattie Zhou, J. Yosinski
2019Neural Information Processing Systems30 citations
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Estimating Q(s, s') with Deep Deterministic Dynamics Gradients
Ashley D. Edwards, H. Sahni, Rosanne Liu, Jane Hung +6 more
2020International Conference on Machine Learning22 citations
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Natural Adversarial Objects
Felix Lau, Nishant Subramani, Sasha Harrison, Aerin Kim +2 more
2021arXiv.org9 citations
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When does loss-based prioritization fail?
Nie Hu, Xinyu Hu, Rosanne Liu, Sara Hooker +1 more
2021arXiv.org8 citations
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Logit scaling for out-of-distribution detection
Andrija Djurisic, Rosanne Liu, Mladen Nikolić
2024Machine Vision and Applications6 citations Open access
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When less is more: Simplifying inputs aids neural network understanding
R. Schirrmeister, Rosanne Liu, Sara Hooker, T. Ball
20226 citations
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TAB: Transformer Attention Bottlenecks Enable User Intervention and Debugging in Vision-Language Models
Pooyan Rahmanzadehgervi, Hung Huy Nguyen, Rosanne Liu, Long Mai +1 more
2024IEEE International Conference on Computer Vision3 citations Open access
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Why is Pruning at Initialization Immune to Reinitializing and Shuffling?
Sahib Singh, Rosanne Liu
2021arXiv.org1 citations
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Accurate Models of Formation Enthalpy Created using Machine Learning and Voronoi Tessellations
Logan T. Ward, Rosanne Liu, Amar Krishna, Vinay I. Hegde +3 more
20161 citations
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Estimating Q(s,s') with Deterministic Dynamics Gradients
Ashley D. Edwards, H. Sahni, Rosanne Liu, Jane Hung +6 more
2020International Conference on Machine Learning0 citations
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Breaking mBad! Supervised Fine-tuning for Cross-Lingual Detoxification
Himanshu Beniwal, Youngwoo Kim, S. Dan, Thomas Hartvigsen +125 more
0 citations
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