Academic Unit: Computer Science / Type: Theses / Language: English | Search Results

1. A General Framework for Model Adaptation to Meet Practical Constraints in Computer Vision

: Huang, Shiyuan
: 2024
: Theses
: Computer scienceDeep learning (Machine learning)Computer vision--Mathematical modelsMachine learning--Mathematical modelsVideo compression

2. A New Framework and Novel Techniques to Multimodal Concept Representation and Fusion

: Lin, Xudong
: 2024
: Theses
: Computer scienceMachine learning--TechniqueMachine learning--Industrial applicationsClosed captioning

3. Differentiable Simulation for Photonic Design: from Semi-Analytical Methods to Ray Tracing

: Zhu, Ziwei
: 2024
: Theses
: Computer scienceMaxwell equations--Numerical solutionsPhotonicsRay tracing algorithms

4. Generating Faithful and Complete Hospital-Course Summaries from the Electronic Health Record

: Adams, Griffin
: 2024
: Theses
: BioinformaticsMedical records--Data processingBurn out (Psychology)Hospital patientsMedical personnel and patient

5. Methods and Tools for Practical Software Testing and Maintenance

: Saieva, Anthony
: 2024
: Theses
: Computer scienceComputer security--Computer programsComputer software--Security measuresDebugging in computer science--Computer programs

6. Simulation Based Testing for Autonomous Driving Systems

: Zhong, Ziyuan
: 2024
: Theses
: Computer scienceAutonomous vehiclesTraffic regulationsComputer simulationTesting--Simulation methodsNeural networks (Computer science)--Industrial applications

7. Towards Self-Managing Networked Cyber-Physical Systems

: Janak, Jan
: 2024
: Theses
: Computer scienceCooperating objects (Computer systems)Electric utilitiesElectric power failuresInternet of thingsAmazon.com (Firm)

8. Abstractions for Probabilistic Programming to Support Model Development

: Bernstein, Ryan
: 2023
: Theses
: Computer scienceStatisticsArtificial intelligenceProbabilities--Mathematical modelsComputer simulation

9. Adaptive and Effective Fuzzing: a Data-Driven Approach

: She, Dongdong
: 2023
: Theses
: Computer scienceComputer security--Computer programsMalware (Computer software)Machine learningGoogle (Firm)Microsoft Corporation

10. AI and the Writer: How Language Models Support Creative Writers

: Gero, Katy Ilonka
: 2023
: Theses
: Computer scienceArtificial intelligenceWriting--Technological innovationsCreative writing

11. Analyzing and Securing Software via Robust and Generalizable Learning

: Pei, Kexin
: 2023
: Theses
: Computer scienceComputer software--Security measuresComputer security--Computer programsDeep learning (Machine learning)Neural networks (Computer science)

12. A Sparse Learning Approach for Linux Kernel Data Race Prediction

: Ryan, Gabriel
: 2023
: Theses
: Computer scienceOperating systems (Computers)Fourier analysisThreads (Computer programs)Machine learningDebugging in computer science--Computer programsLinux

13. Bayesian Auction Design and Approximation

: Jin, Yaonan
: 2023
: Theses
: Computer scienceEconomics--Mathematical modelsEconomics--Computer programsAuctions--Mathematical modelsPricing--Econometric modelsBayesian statistical decision theory--Mathematical modelsComputer algorithms

14. Complaint Driven Training Data Debugging for Machine Learning Workflows

: Flokas, Lampros
: 2023
: Theses
: Computer scienceMachine learningDebugging in computer science--Computer programs

15. Computational Models of Argument Structure and Argument Quality for Understanding Misinformation

: Alhindi, Tariq
: 2023
: Theses
: Artificial intelligenceMachine learning--Industrial applicationsDisinformationMisinformationTruthfulness and falsehood

16. Computer Vision-Powered Applications for Interpreting and Interacting with Movement

: Hindi, Basel
: 2023
: Theses
: Computer visionAssistive computer technologyPeople with visual disabilitiesComputer science

17. Designing Exploratory Search Systems that Stimulate Memory and Reduce Cognitive Load

: Petridis, Savvas Dimitrios
: 2023
: Theses
: Computer scienceArtificial intelligenceElectronic information resource searchingMemoryGraphic design (Typography)Journalists

18. Designing, Implementing and Programming a Massively Multithreaded Spatial Accelerator Architecture

: Repetti, Thomas James
: 2023
: Theses
: Computer scienceComputer engineeringElectrical engineeringASICs (Integrated circuits)--Computer-aided design

19. Design Opportunities for Assistive and Social Technologies Situated in Space

: Teng, Yuanyang
: 2023
: Theses
: BlindDeafblind people--Means of communicationSelf-help devices for people with disabilitiesUser-centered system designHuman-computer interactionQualitative research

20. Dialogue Systems Specialized in Social Influence: Systems, Methods, and Ethics

: Shi, Weiyan
: 2023
: Theses
: Computer scienceSocial influencePrivacyArtificial intelligence--Computer programs

21. Faithfulness in Abstractive Summarization: Progress and Challenges

: Ladhak, Faisal
: 2023
: Theses
: Computer scienceAbstract data types (Computer science)Machine learningLogic machines

22. Grounded and Consistent Question Answering

: Alberti, Christopher Brian
: 2023
: Theses
: Computer scienceQuestion-answering systemsArtificial intelligence--Computer programsComputational linguistics

23. Interfaces for Personalized Language Learning with Generative Language Models

: Kwon, Taeahn
: 2023
: Theses
: Computer scienceArtificial intelligence--Computer programsSecond language acquisition--Computer-assisted instructionSecond language acquisition

24. Interpretable Machine Learning for the Social Sciences: Applications in Political Science and Labor Economics

: Vafa, Keyon
: 2023
: Theses
: Artificial intelligenceMachine learningLabor economicsDecision makingWages--Women

25. Koopman Constrained Policy Optimization: A Koopman operator theoretic method for differentiable optimal control in robotics

: Retchin, Matthew
: 2023
: Theses
: RoboticsDeep learning (Machine learning)Operator theoryConstrained optimization

26. Learning Video Representation from Self-supervision

: Chen, Brian
: 2023
: Theses
: Computer scienceVideo recordingsDeep learning (Machine learning)Human-robot interaction

27. Leveraging network structures in understanding node predictions and fairness

: Zhang, Yiguang
: 2023
: Theses
: Computer scienceSocial networks--Computer network resourcesComputer algorithmsMarginality, SocialSocial prediction

28. New Container Architectures for Mobile, Drone, and Cloud Computing

: Van't Hof, Alexander Edward
: 2023
: Theses
: Computer scienceDrone aircraftCloud computingComputer engineeringMobile apps

29. Robust Machine Learning by Integrating Context

: Mao, Chengzhi
: 2023
: Theses
: Computer scienceMachine learningArtificial intelligenceNeural networks (Computer science)Computer algorithms

30. "Seeing Red" or "Tickled Pink"? Investigating the Power of Language and Vision Models through Color, Emotion, and Metaphor

: Winn, Olivia
: 2023
: Theses
: Artificial intelligenceLinguisticsLanguage and colorArt, AbstractEmotions in artEmotional intelligence

31. Social Addictive Gameful Engineering (SAGE): A Game-based Learning and Assessment System for Computational Thinking

: Bender, Jeff
: 2023
: Theses
: Computer scienceEducational technologyEducational games--Computer-assisted instructionScratch (Computer program language)Thought and thinking--Computer programsVideo games in education

32. Some Aspects of Noncommutativity in Polynomial Optimization

: Mousavi Haji, Seyyed Hamoon
: 2023
: Theses
: Computer scienceQuantum computersMathematical optimization--Computer programsPolynomialsNoncommutative algebrasQuantum theory--Mathematics

33. Toward Annotation Efficiency in Biased Learning Settings for Natural Language Processing

: Effland, Thomas
: 2023
: Theses
: Computer scienceStatisticsNatural language processing (Computer science)Artificial intelligenceGrammar, Comparative and general--Syntax

34. Toward A Secure Account Recovery: Machine Learning Based User Modeling for protection of Account Recovery in a Managed Environment

: Alubala, Amos Imbati
: 2023
: Theses
: Computer scienceMachine learning--Industrial applicationsData recovery (Computer science)CyberterrorismRandom noise theory

35. Towards Causal Reinforcement Learning

: Zhang, Junzhe
: 2023
: Theses
: Artificial intelligenceReinforcement learningMachine learningOperations management

36. Using Linguistic Features to Improve Prosody for Text-to-Speech

: Sloan, Rose
: 2023
: Theses
: Computer scienceText-to-speech softwareVersificationConversationRadio programs

37. Utilizing Runtime Information for Accurate Root Cause Identification in Performance Diagnosis

: Weng, Lingmei
: 2023
: Theses
: Computer scienceDebugging in computer science--Computer programsComputer software--Evaluation

38. Algorithmic Design for Social Networks: Inequality, Bias, and Diversity

: Stoica, Ana-Andreea
: 2022
: Theses
: Computer scienceSocial networks--Computer network resourcesMinoritiesAlgorithms--Computer programsResource allocation--Mathematical models

39. Beyond Worst-Case Analysis of Optimization in the Era of Machine Learning

: Vlatakis Gkaragkounis, Emmanouil Vasileios
: 2022
: Theses
: Computer scienceArtificial intelligenceMathematics--Study and teachingMachine learning--Mathematical modelsCombinatorial optimization

40. Deep Self-Modeling for Robotic Systems

: Kwiatkowski, Robert
: 2022
: Theses
: Artificial intelligenceRoboticsComputer scienceDeep learning (Machine learning)

41. Detection, Triage, and Attribution of PII Phishing Sites

: Roellke, Dennis
: 2022
: Theses
: Computer scienceIdentity theftMachine learningPhishingInternet--Security measuresJavaScript (Computer program language)

42. Efficient Machine Teaching Frameworks for Natural Language Processing

: Karamanolakis, Ioannis
: 2022
: Theses
: Artificial intelligenceDeep learning (Machine learning)Machine learningNeural networks (Computer science)--Industrial applicationsAmazon.com (Firm)

43. Efficient Neural Network Verification Using Branch and Bound

: Wang, Shiqi
: 2022
: Theses
: Computer scienceNeural networks (Computer science)Machine learningComputer software--Verification

44. Efficient recovery algorithms with restricted access to strings

: Sinha, Sandip
: 2022
: Theses
: Computer scienceComputer algorithmsAlgorithms--DesignComputational learning theoryCoding theory

45. Enabling Structured Navigation of Longform Spoken Dialog with Automatic Summarization

: Li, Daniel
: 2022
: Theses
: Computer scienceSpeech processing systems--Computer programsDialoguePodcastsInformation technologyElectronic information resource searching

46. Hardware-Software Co-design for Practical Memory Safety

: Hassan, Mohamed
: 2022
: Theses
: Computer engineeringComputer scienceMemory--Computer programsC++ (Computer program language)Computer security--Computer programs

47. Harnessing Simulated Data with Graphs

: Maia, Henrique Teles
: 2022
: Theses
: Computer scienceComputer simulationGraph algorithmsGraph theory

48. Internet Subscription Plans: Thresholding, Throttling, and Zero-Rating

: Bayat, Niloofar
: 2022
: Theses
: Computer scienceInternet service providersInternet marketingPricing--Econometric models

49. Learning Mobile Manipulation

: Watkins, David Joseph
: 2022
: Theses
: RoboticsComputer scienceMobile robots--Design and constructionMachine learning--Industrial applications

50. Learning to Edit Code : Towards Building General Purpose Models for Source Code Editing

: Chakraborty, Saikat
: 2022
: Theses
: Computer scienceNeural networks (Computer science)Computer software--DevelopmentSource code (Computer science)Deep learning (Machine learning)

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