Master's Theses & Technical Reports - John F. Canny

M.S. | 5th Year M.S.


Co-Designing for Transparency: Lessons from Building a Document Organization Tool for the Criminal Justice Domain
Hellina Hailu Nigatu [2023]

GPU Accelerated T-Distributed Stochastic Neighbor Embedding
David Chan [2020]

Bayesian Posterior Sampling via Stochastic Gradient Descent with Collisions
Quico Spaen [2019]

Deep-learning-based Machine Understanding of Sketches: Recognizing and Generating Sketches with Deep Neural Networks
Zifeng Huang [2019]

Risk Averse Robust Adversarial Reinforcement Learning
Xinlei Pan [2019]

Risk Averse Robust Adversarial Reinforcement Learning
Xinlei Pan [2019]

Lung Nodule Detection Using Convolutional Neural Networks
Jiaying Shi [2018]

Data Modeling and Interactive Visualization for Advertisement Auction Modeling
Biye Jiang [2016]

Efficient Distributed Training of Vehicle Vision Systems
Sung-Li Chiang [2016]

Fast Parallel SAME Gibbs Sampling on General Discrete Bayesian Networks and Factor Graphs
Haoyu Chen [2016]

Optimizing Random Forests on GPU
Derrick Cheng [2014]

A High Accuracy, Low-latency, Scalable Microphone-array System for Conversation Analysis
David Qin Sun [2012]

Communication-Efficient Distributed Stochastic Gradient Descent with Butterfly Mixing
Huasha Zhao [2012]

5th Year M.S.

Hallucination Is All You Need: Using Generative Models for Test Time Data Augmentation
Dhruv Jhamb [2022]

Learning Causal Overhypotheses through Exploration in Children and Computational Models
Jiakun Liu [2022]

Mutual Information for Exploration in Reinforcement Learning
Abhinav Gopal [2022]

Exploring the Effects of View Transforms on Self-Supervised Video Representation Learning Techniques
Ilian Herzi [2021]

TranSketch Dataset: Learning to Transform Sketches
Luming Chen [2020]

Curriculum Distillation to Teach Playing Atari
Chen Tang [2018]

Scalable, Efficient Deep Learning by Means of Elastic Averaging
Kevin Peng [2018]

ACES: Automatic Evaluation of Coding Style
Stephanie Rogers [2014]

A Constraint-Aware Motion Planning Algorithm for Robotic Folding of Clothes
Apoorva Sachdev [2012]

Collaborative Games on Mobile Phones
Simon Tan [2009]