Not Just a Black Box: Interpretable Deep Learning for Genomics and Beyond
Avanti Shrikumar
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Towards Reliable and Maintainable Constraint Solvers
Andres Nötzli
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SMT-based Formal Analysis of the ECMAScript Shared Memory Model
Cristian Mattarei
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SpinVR: Live Cinematic Virtual Reality
Don Dansereau, Robert Konrad
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How To Train Your DragoNN (Deep Regulatory Genomic Neural Network
Johnny Israeli
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Verifying Deep Neural Networks
Guy Katz
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Naturalizing a Programming Language via Interactive Learning
Sida Wang
Advisor: Percy Liang Research Areas: Artificial Intelligence
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A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue
Mihail Eric
Advisor: Christopher Manning Research Areas: Artificial Intelligence
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Get To The Point: Summarization with Pointer-Generator Networks
Abigail See
Advisor: Christopher Manning Research Areas: Artificial Intelligence
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Boosted Generative Models
Aditya Grover
Advisor: Stefano Ermon Research Areas: Artificial Intelligence
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Best of both worlds: Combining Signal Processing with Deep Learning for Speech Enhancement
Prateek Verrma
Advisor: Daniel Jurafsky Research Areas: Artificial Intelligence
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Semi-Supervised Deep Regression through Posterior Regularization
Neal Jean
Advisor: Stefano Ermon Research Areas: Artificial Intelligence
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Design and Evaluation of a Virtual Tether for Mobile Robot-Human Interaction
Yuhang Che
Research Areas: Artificial Intelligence
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Pathway and Mechanism of Antagonist Binding to Opioid Receptors
Robin Betz
Advisor: Ron Dror Research Areas: Artificial Intelligence
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Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
Will Hamilton
Advisor: Daniel Jurafsky Research Areas: Artificial Intelligence
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Developing Bug-Free Machine Learning Systems With Formal Mathematics
Daniel Selsam
Advisor: Percy Liang Research Areas: Artificial Intelligence
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Model-Based Design of a 3D Haptic Shape Display
Margaret Koehler
Research Areas: Artificial Intelligence
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Understanding Black-box Predictions via Influence Functions
Pang Wei Koh
Advisor: Percy Liang Research Areas: Artificial Intelligence
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World of Bits: An Open-Domain Platform for Web-Based Agents
Tim Shi
Advisor: Percy Liang Research Areas: Artificial Intelligence
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Ocean One: A Robotic Avatar for Oceanic Discovery
Gerald Brantner
Advisor: Oussama Khatib Research Areas: Artificial Intelligence
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Machine Learning for Human Decision Making
Himabindu Lakkaraju
Advisor: Jure Leskovec Research Areas: Computer Systems
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QED Effective Post-Silicon Validation and Debug
Eshan Singh
Advisor: Subhasish Mitra Research Areas: Computer Systems
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Automated Methods for Detection of Axon Bundle Activation in Epiretinal Prostheses
Nandita Bhaskhar, Pulkit Tandon
Advisor: Subhasish Mitra Research Areas: Computer Systems
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Carbon Nanotubes Enable Major Energy Efficiency Benefits for sub-10 nm Node Digital VLSI Circuits
Gage Hills
Advisor: Subhasish Mitra Research Areas: Computer Systems
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NanoLog: A Nanosecond Scale Logging System
Stephen Yang
Advisor: John K. Ousterhout Research Areas: Computer Systems
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Homa: A Receiver-Driven Low-Latency Transport ProtocolUsing Network Priorities
Behnam Montazeri
Advisor: John K. Ousterhout Research Areas: Computer Systems
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Weakening the Supervision Bottleneck
Alex Ratner, Paroma Varma
Advisor: Christopher Ré Research Areas: Computer Systems
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Almond: The Architecture of an Open, Crowdsourced Virtual Assistant
Giovanni Campagna, Rakesh Ramesh, Silei Xu
Advisor: Monica Lam Research Areas: Computer Systems
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SEAM: A Language for Local Mutations of Graph-like Data Structures
Manolis Papadakis
Advisor: Alex Aiken Research Areas: Computer Systems
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A Virtual Assistant for Virtual Reality
Michael Fischer
Advisor: Monica Lam Research Areas: Computer Systems
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Automated Design Tools that Leverage User Recognition
Kesler Tanner
Advisor: James A. Landay Research Areas: Graphics/HCI
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A Point Set Generation Network for 3D Object Reconstruction from a Single Image
Hao Su
Advisor: Leonidas Guibas Research Areas: Graphics/HCI
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Tracking and Retargeting Facial Performances with a Data-Augmented Anatomical Prior
Michael Bao
Advisor: Ron Fedkiw Research Areas: Graphics/HCI
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Augmenting Cloth Simulation with High Frequency Details Learned from Real-World Data
Jenny Jin
Advisor: Ron Fedkiw Research Areas: Graphics/HCI
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Tree Animation and Modeling via Analytic Simulation and Image-Based Reconstruction
Ed Quigley
Advisor: Ron Fedkiw Research Areas: Graphics/HCI
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Upstart: Designing for Collective Governance in Gig Work
Ali Alkhatib
Advisor: Michael Bernstein Research Areas: Graphics/HCI
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Computational Video Editing for Dialogue-Driven Scenes
Abe Davis, Mackenzie Leake
Advisor: Maneesh Agrawala Research Areas: Graphics/HCI
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PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Charles Qi
Advisor: Leonidas Guibas Research Areas: Artificial Intelligence, Graphics/HCI
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SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation
Li Yi
Advisor: Leonidas Guibas Research Areas: Artificial Intelligence, Graphics/HCI
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Exploiting a Natural Network Effect for Scalable, Fine-grained Clock Synchronization
Yilong Geng, Shiyu Liu, Zi Yin
Advisor: Balaji Prabhakar Research Areas: Information Systems
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Network Telemetry through Tomography
Yilong Geng, Shiyu Liu, Zi Yin
Advisor: Balaji Prabhakar Research Areas: Information Systems
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Optimizing Deep CNN-Based Queries over Video Streams at Scale
Firas Abuzaid, John Emmons, Daniel Kang
Advisor: Peter Bailis Research Areas: Information Systems
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Pairwise Comparisons for Online Reputation Systems
Nikhil Garg
Advisor: Ashish Goel Research Areas: Information Systems
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Making Virtual Reality Better Than Reality
Nitish Padmanaban
Advisor: Gordon Wetzstein Research Areas: Information Systems
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Information-Theoretic Limits of Randomness Generation
Cheuk Ting Li
Advisor: Abbas El Gamal Research Areas: Information Systems
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PowerNet Cloud Coordinator: Cost Minimization with Batteries in Distribution Grid
Thomas Navidi
Advisor: Abbas El Gamal Research Areas: Information Systems
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Memory Retrieval in Amnesic Mice with Electrical Stimulation
Yi Liu
Advisor: Ada Poon Research Areas: Information Systems
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ISETBio: A Computational Engine for Modeling the Early Visual System
James Golden
Advisor: Brian Wandell Research Areas: Information Systems
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Linear Regression with Shuffled Labels
Abubakar Abid
Advisor: Ada Poon Research Areas: Information Systems
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Scaling Wireless Networks to the Next Trillion Devices
Peter Kariouz
Advisor: Ayfer Özgur Aydin Research Areas: Information Systems
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Conservative Contextual Linear Bandits
Abbas Kazerouni
Advisor: Benjamin Van Roy Research Areas: Information Systems
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Why Information-Directed Approaches Should be Better than Thompson Sampling and Optimism?
Jonathan Lacotte
Advisor: Benjamin Van Roy Research Areas: Information Systems
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Carta: Course Exploration and Discovery at Stanford
Tum Chaturapruek
Advisor: Ramesh Johari Research Areas: Information Systems
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