Redmiles |
Elissa |
2019 |
Quality and Inequity in Digital Security Education |
Michelle Mazurek |
Li |
Tongyang |
2020 |
Quantum algorithms for machine learning and optimization |
Andrew Childs |
Su |
Yuan |
2020 |
Algorithms for quantum simulation: design, analysis, implementation, and application |
Andrew Childs |
Schoute |
Eddie |
2021 |
Quantum routing for architecture-respecting circuit transformations |
Andrew Childs |
Fu |
Hong Hao |
2021 |
THE MEMBERSHIP PROBLEM FOR CONSTANT-SIZED QUANTUM CORRELATIONS IS UNDECIDABLE |
Andrew Childs |
Ondov |
Brian |
2020 |
Revealing Perceptual Proxies in Comparative Data Visualization |
Niklas Elmqvist |
Raghunandan |
Deepthi |
2023 |
Supporting Independent Learning and Rapid Experimentation in Data Science |
Niklas Elmqvist, Leilani Battle |
Park |
Deok |
2018 |
Visual Analytics for Open-Ended Tasks in Text Mining |
Niklas Elmqvist |
Agrawal |
Sweta |
2023 |
COMPLEXITY CONTROLLED NATURAL LANGUAGE GENERATION |
Marine Carpuat |
Vyas |
Yogarshi |
2019 |
Identifying Semantic Divergences Across Languages |
Marine Carpuat |
Niu |
Xing |
2019 |
Formality Style Transfer Within and Across Languages with Limited Supervision |
Marine Carpuat |
Xu |
Weijia |
2023 |
Stronger Inductive Biases for Sample-Efficient and Controllable Neural Machine Translation |
Marine Carpuat |
Briakou |
Eleftheria |
2023 |
DETECTING FINE-GRAINED SEMANTIC DIVERGENCES TO IMPROVE TRANSLATION UNDERSTANDING ACROSS LANGUAGES |
Marine Carpuat |
Park |
Young Sam |
2016 |
Active Data Collection Techniques to Understand Online Scammers and Cybercriminals |
Elaine Shi |
Dooley |
Samuel William Atwell |
2023 |
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John Dickerson |
Schumann |
Candice |
2020 |
Exploring Diversity and Fairness in Machine Learning |
John Dickerson |
Esmaeili |
Seyed Abdulaziz |
2023 |
On Algorithms, Fairness, and Incentives |
John Dickerson |
Curry |
Michael Jeremiah |
2022 |
Learning and Robustness With Applications To Mechanism Design |
John Dickerson, Tom Goldstein |
Li |
Jingling |
2023 |
Understanding and Enriching the Algorithmic Reasoning Capabilities of Deep Learning Models |
John Dickerson |
Terry |
Jordan Kirby |
2023 |
Multi-Agent Reinforcement Learning: Systems for Evaluation and Applications to Complex Systems |
John Dickerson |
Hu |
Tao |
2023 |
Dense 3D Reconstructions from Sparse Visual Data |
Matthias Zwicker |
Liao |
Gang |
2022 |
The Evolution of Cloud Data Architectures: Storage, Compute, and Migration |
Daniel Abadi |
Robinson |
Wells |
2021 |
Computational methods for the identification of mutation signatures and intracellular microbes in cancer |
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Sun |
Yanchao |
2023 |
Towards Robust and Adaptable Real-World Reinforcement Learning |
Furong Huang |
Chakrabarti |
Shouvanik |
2022 |
Quantum Computing for Optimization and Machine Learning |
Xiaodi Wu |
You |
Xuchen |
2023 |
Optimization Problems in Quantum Machine Learning |
Xiaodi Wu |
Raghunandan |
Deepthi |
2023 |
Supporting Independent Learning and Rapid Experimentation in Data Science |
Niklas Elmqvist, Leilani Battle |
Zeng |
Zehua |
2022 |
A Multi-Faceted Approach for Evaluating Visualization Recommendation Algorithms |
Leilani Battle |
Chen |
Hao |
2023 |
An efficient neural representation for videos |
Abhinav Shrivastava |
Gupta |
Kamal |
2023 |
Learning and Composing Primitives for the Visual World |
Larry Davis, Abhinav Shrivastava |
Yang |
Luyu |
2022 |
Practical Robust Learning Under Domain Shifts |
Larry Davis, Abhinav Shrivastava |
Ehrlich |
Max Donohue |
2022 |
The First Principles of Deep Learning and Compression |
Larry Davis, Abhinav Shrivastava |
Meshry |
Moustafa Mahmoud |
2022 |
Neural Rendering Techniques for Photo-realistic Image Generation and Novel View Synthesis |
Abhinav Shrivastava, Larry Davis |
Tang |
Zhenyu |
2022 |
Efficient Acoustic Simulation for Learning-based Virtual and Real-World Audio Processing |
Dinesh Manocha |
Bhattacharya |
Uttaran |
2022 |
Affective Human Motion Detection and Synthesis |
Dinesh Manocha |
Chandra |
Rohan |
2022 |
TOWARDS AUTONOMOUS DRIVING IN DENSE, HETEROGENEOUS, AND UNSTRUCTURED TRAFFIC |
Dinesh Manocha |
Mittal |
Trisha |
2023 |
Towards Multimodal and Context-Aware Emotion Perception |
Dinesh Manocha |
Tan |
Qingyang |
2023 |
Learning-based Physics Simulation with Collision Handling |
Dinesh Manocha |
Hong |
Jonggi |
2021 |
Exploring Blind and Sighted Users’ Interactions With Error-Prone Speech and Image Recognition |
Hernisa Kacorri |
Lee |
Kyungjun |
2022 |
Egocentric Vision in Assistive Technologies For and By the Blind |
Hernisa Kacorri |
Levine |
Alexander Jacob |
2023 |
Scalable Methods for Robust Machine Learning |
Soheil Feizi |
Patkar |
Sushant |
2021 |
Fantastic Sources Of Tumor Heterogeneity And How To Characterize Them |
Soheil Feizi |
Singla |
Sahil |
2023 |
Reliable Deep Learning: a Robustness Perspective |
Soheil Feizi |
Ismail |
Aya Abdelsalam |
2022 |
Interpretable Deep Learning for Time Series |
Soheil Feizi |
Maddali |
Hanuma Teja |
2023 |
Design Considerations for Remote Expert Guidance Using Extended Reality in Skilled Hobby Settings |
Amanda Lazar |
Sarkar |
Hirak |
2020 |
Computational approaches for improving the accuracy and efficiency of RNA-seq analysis |
Rob Patro |
Almodaresi |
Fatemehalsadat |
2020 |
ALGORITHMS AND DATA STRUCTURES FOR INDEXING, QUERYING, AND ANALYZING LARGE COLLECTIONS OF SEQUENCING DATA IN THE PRESENCE OR ABSENCE OF A REFERENCE |
Rob Patro |
Suryan |
Varun |
2022 |
Efficient Environment Sensing and Learning for Mobile Robots |
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