Rosanne Liu

According to our database¹, Rosanne Liu authored at least 32 papers between 2010 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2023

Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?

[BibT_eX]

[DOI]

CoRR, 2023

Extremely Simple Activation Shaping for Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

What does a platypus look like? Generating customized prompts for zero-shot image classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Character-Aware Models Improve Visual Text Rendering.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

What does a platypus look like? Generating customized prompts for zero-shot image classification.

[BibT_eX]

[DOI]

Sarah M. Pratt

Rosanne Liu

Ali Farhadi

CoRR, 2022

When less is more: Simplifying inputs aids neural network understanding.

[BibT_eX]

[DOI]

Robin Tibor Schirrmeister

Rosanne Liu

Sara Hooker

Tonio Ball

CoRR, 2022

2021

Natural Adversarial Objects.

[BibT_eX]

[DOI]

CoRR, 2021

Language Models are Few-shot Multilingual Learners.

[BibT_eX]

[DOI]

CoRR, 2021

When does loss-based prioritization fail?

[BibT_eX]

[DOI]

CoRR, 2021

Why is Pruning at Initialization Immune to Reinitializing and Shuffling?

[BibT_eX]

[DOI]

Sahib Singh

Rosanne Liu

CoRR, 2021

2020

Supermasks in Superposition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Estimating Q(s,s') with Deep Deterministic Dynamics Gradients.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Plug and Play Language Models: A Simple Approach to Controlled Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

LCA: Loss Change Allocation for Neural Network Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents.

[BibT_eX]

[DOI]

CoRR, 2018

An intriguing failing of convolutional neural networks and the CoordConv solution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Faster Neural Networks Straight from JPEG.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Measuring the Intrinsic Dimension of Objective Landscapes.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Faster Neural Networks Straight from JPEG.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

2016

PinterNet: A thematic label curation tool for large image datasets.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Materials discovery: Understanding polycrystals from large-scale electron patterns.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Contemporary Computing, 2015

A Scalable Hierarchical Clustering Algorithm Using Spark.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

2014

Enhancing Financial Decision-Making Using Social Behavior Modeling.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Social Network Mining and Analysis, 2014

2012

Statistical modeling and signal selection in multivariate time series pattern classification.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Driving course prediction for vehicle handling maneuvers.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

2011

A hybrid system ensemble based time series signal classification on driver alertness detection.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Real time vehicle speed predition using gas-kinetic traffic modeling.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, 2011

2010

Time-series temporal classification using Feature Ensemble learning.

[BibT_eX]

[DOI]

Ruoqian Liu

Yi Lu Murphey

Proceedings of the International Joint Conference on Neural Networks, 2010

Rosanne Liu

Timeline

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Bibliography

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