Artificial Intelligence Seminars

Learning sight from sound

Efficient Belief Propagation for Perception and Manipulation in Clutter

Distortion-based Analysis of Voting: Limited Communication, and an Analysis Framework based on LP Duality and Flows

NumPy: A look at the past, present, and future of array computation

Language Grounding in Situated Communication

Software Engineering Intelligence

Applications of AI for Accessibility

From Recognition to Reasoning

Joint Models for Social, Behavioral and Textual Information

Toward Human-Like AI: Cognitive Architecture, Common Model of Cognition & Interactive Task Learning

Friends Don’t Let Friends Deploy Black-Box Models: The Importance of Intelligibility in Machine Learning for HealthCare

Computational exercises of creative language

Game Playing Meets Game Theory: Strategic Learning from Simulated Play

Efficient Algorithms for Learning Combinatorial Structures from Limited Data

Why Do Neural Networks Learn?

Learning Hierarchical Control Programs

Bridging Data, Design, and Domain Knowledge to Build Human-Centered Systems that Support Wellbeing

The Role of Context in Natural Language Processing

Towards Human-Level Recognition via Contextual, Dynamic, and Predictive Representations

Efficient Training and Inference in Deep Learning

Understanding and Improving Deep Neural Networks

Towards Generalization and Efficiency in Reinforcement Learning

Rethinking the relationship between data and robotics

Image Synthesis for Self-Supervised Visual Representation Learning

Computational Modeling in Human-Computer Interaction