Andrei Barbu
Massachusetts Institute of Technology(US)
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Natural Language Processing Techniques, Human Pose and Action Recognition, Topic Modeling, Reinforcement Learning in Robotics
Most-Cited Works
- ObjectNet: A large-scale bias-controlled dataset for pushing the limits of object recognition models(2019)
- → Recognize Human Activities from Partially Observed Videos(2013)202 cited
- → A Compositional Framework for Grounding Language Inference, Generation, and Acquisition in Video(2015)35 cited
- → Seeing What You're Told: Sentence-Guided Activity Recognition in Video(2014)29 cited
- → Anchoring and Agreement in Syntactic Annotations(2016)29 cited
- → Learning physically-instantiated game play through visual observation(2010)23 cited
- → Deep Sequential Models for Sampling-Based Planning(2018)20 cited
- → Deep video-to-video transformations for accessibility with an application to photosensitivity(2019)19 cited
- → Grounding language acquisition by training semantic parsers using captioned videos(2018)16 cited
- → Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas(2020)15 cited