|
Flores Velazco |
Alejandro |
2022 |
Algorithms and Data Structures for Faster Nearest-Neighbor Classification |
David Mount |
|
Ghiasi |
Mohammad Amin |
2022 |
ROBUSTNESS AND UNDERSTANDABILITY OF DEEP MODELS |
Tom Goldstein |
|
Chandra |
Rohan |
2022 |
TOWARDS AUTONOMOUS DRIVING IN DENSE, HETEROGENEOUS, AND UNSTRUCTURED TRAFFIC |
Dinesh Manocha |
|
Goldberg |
Matthew David |
2022 |
Time-Situated Metacognitive Agency and Other Aspects of Commonsense Reasoning |
Don Perlis |
|
Lee |
Kyungjun |
2022 |
Egocentric Vision in Assistive Technologies For and By the Blind |
Hernisa Kacorri |
|
Davis |
Gregory Patrick |
2022 |
A NEUROCOMPUTATIONAL MODEL OF CAUSAL REASONING AND COMPOSITIONAL WORKING MEMORY FOR IMITATION LEARNING |
James Reggia |
|
Hietala |
Kesha |
2022 |
A Verified Software Toolchain for Quantum Programming |
Michael Hicks |
|
Singhal |
Swati |
2022 |
A FLEXIBLE APPROACH FOR ORCHESTRATING ADAPTIVE SCIENTIFIC WORKFLOWS FOR SCALABLE COMPUTING |
Alan Sussman |
|
Ehrlich |
Max Donohue |
2022 |
The First Principles of Deep Learning and Compression |
Larry Davis, Abhinav Shrivastava |
|
Ismail |
Aya Abdelsalam |
2022 |
Interpretable Deep Learning for Time Series |
Soheil Feizi |
|
Tsepenekas |
Leonidas |
2022 |
On Algorithmic Fairness and Stochastic Models for Combinatorial Optimization and Unsupervised Machine Learning |
Aravind Srinivasan |
|
Ehrlich |
Max Donohue |
2022 |
The First Principles of Deep Learning and Compression |
Larry Davis, Abhinav Shrivastava |
|
Javkar |
Kiran Gajanan |
2022 |
Algorithms for scalable and efficient population genomics and metagenomics |
Mihai Pop |
|
Zeng |
Zehua |
2022 |
A Multi-Faceted Approach for Evaluating Visualization Recommendation Algorithms |
Leilani Battle |
|
Farhadi |
Alireza |
2022 |
Memory-Restricted and Secure Algorithms For Large Datasets |
Mohammad Hajiaghayi |
|
Li |
Hengduo |
2022 |
Effective Training and Efficient Inference of Deep Neural Networks for Visual Understanding |
Larry Davis |
|
Lan |
Shiyi |
2022 |
Object Detection and Instance Segmentation for Real-world Applications |
Larry Davis |
|
Meshry |
Moustafa Mahmoud |
2022 |
Neural Rendering Techniques for Photo-realistic Image Generation and Novel View Synthesis |
Abhinav Shrivastava, Larry Davis |
|
Liao |
Gang |
2022 |
The Evolution of Cloud Data Architectures: Storage, Compute, and Migration |
Daniel Abadi |
|
Meshry |
Moustafa Mahmoud |
2022 |
Neural Rendering Techniques for Photo-realistic Image Generation and Novel View Synthesis |
Abhinav Shrivastava, Larry Davis |
|
Peskov |
Denis |
2022 |
Gathering Natural Language Processing Data Using Experts |
Jordan Boyd-Graber |
|
Nguyen |
Khanh Xuan |
2022 |
ENRICHING COMMUNICATION BETWEEN HUMANS AND AI AGENTS |
Hal Daumé III |
|
Tang |
Zhenyu |
2022 |
Efficient Acoustic Simulation for Learning-based Virtual and Real-World Audio Processing |
Dinesh Manocha |
|
Suryan |
Varun |
2022 |
Efficient Environment Sensing and Learning for Mobile Robots |
Pratap Tokekar |
|
Yadav |
Abhay Kumar |
2022 |
IMPROVED TRAINING OF DEEP NETWORKS FOR COMPUTER VISION |
David Jacobs |
|
Sweet |
Ian Nicholas |
2022 |
Language-Based Techniques for Secure Programming |
Michael Hicks |
|
Schoute |
Eddie |
2021 |
Quantum routing for architecture-respecting circuit transformations |
Andrew Childs |
|
Schwarcz |
Steven Alexander |
2021 |
Deep Video Analytics of Humans: From Action Recognition to Forgery Detection |
Rama Chellappa |
|
Suciu |
Octavian |
2021 |
Data-Driven Techniques For Vulnerability Assessments |
Tudor Dumitras |
|
Zakeri |
Mohsen |
2021 |
OPTIMIZING THE ACCURACY OF LIGHTWEIGHT METHODS FOR SHORT READ ALIGNMENT AND QUANTIFICATION |
|
|
Patkar |
Sushant |
2021 |
Fantastic Sources Of Tumor Heterogeneity And How To Characterize Them |
Soheil Feizi |
|
Taha |
Ahmed |
2021 |
Closing the Gap Between Classification and Retrieval Models |
Larry Davis |
|
Fu |
Hong Hao |
2021 |
THE MEMBERSHIP PROBLEM FOR CONSTANT-SIZED QUANTUM CORRELATIONS IS UNDECIDABLE |
Andrew Childs |
|
Ahmadi |
Saba |
2021 |
Social Aspects of Algorithms: Fairness, Diversity, and Resilience to Strategic Behavior |
Samir Khuller |
|
Robinson |
Wells |
2021 |
Computational methods for the identification of mutation signatures and intracellular microbes in cancer |
|
|
Gong |
Huijing |
2021 |
Improved Robustness and Versatility of Lattice-Based Cryptography |
Dana Dachman-Soled |
|
Sun |
Xuetong |
2021 |
Towards Effective Displays for Virtual and Augmented Reality |
Amitabh Varshney |
|
Shah |
Nidhi |
2021 |
Data-driven algorithms for characterizing microbial communities |
Mihai Pop |
|
Feng |
Shi |
2021 |
Towards Human-AI Cooperation on Sequential Decision Making Problems |
Jordan Boyd-Graber |
|
Stevens |
Rock |
2021 |
Optimizing Proactive Measures for Security Operations |
Michelle Mazurek |
|
Hong |
Jonggi |
2021 |
Exploring Blind and Sighted Users’ Interactions With Error-Prone Speech and Image Recognition |
Hernisa Kacorri |
|
Saadatpanah |
Parsa |
2021 |
Adversarial Machine Learning in the Wild |
Tom Goldstein |
|
Sayed |
Mahmoud |
2021 |
Search Among Sensitive Content |
Doug Oard |
|
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 |
|
Kang |
Seokbin |
2020 |
AUGMENTED REALITY SYSTEMS AND USER INTERACTION TECHNIQUES FOR STEM LEARNING |
David Jacobs |
|
Votipka |
Daniel |
2020 |
A Human-Centric Approach to Software Vulnerability Discovery |
Michelle Mazurek |
|
Abdelrazek |
Ahmed |
2020 |
Adaptive Sampling for Geometric Approximation |
David Mount |
|
Mitrokhin |
Anton |
2020 |
Motion Segmentation and Egomotion Estimation with Event-Based Cameras |
John Aloimonos |
|
Wei |
Hong |
2020 |
Local News And Event Detection In Twitter |
Hanan Samet |