Publications (20)
Generative Models of Visually Grounded Imagination
Ramakrishna Vedantam, Ian Fischer, Jonathan Huang +1
Progressive Neural Architecture Search
Chenxi Liu, Barret Zoph, Maxim Neumann +7
Deep Knowledge Tracing
Chris Piech, Jonathan Spencer, Jonathan Huang +4
Spatially Adaptive Computation Time for Residual Networks
Michael Figurnov, Maxwell D. Collins, Yukun Zhu +4
Efficient Probabilistic Inference with Partial Ranking Queries
Jonathan Huang, Ashish Kapoor, Carlos E. Guestrin
Multimodal Relational Tensor Network for Sentiment and Emotion Classification
Saurav Sahay, Shachi H Kumar, Rui Xia +2
Riffled Independence for Efficient Inference with Partial Rankings
Jonathan Huang, Ashish Kapoor, Carlos Guestrin
A MacDonald formula for zeta functions of varieties over finite fields
Jonathan Huang
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification
Saining Xie, Chen Sun, Jonathan Huang +2
Efficient inference in occlusion-aware generative models of images
Jonathan Huang, Kevin Murphy
Context, Attention and Audio Feature Explorations for Audio Visual Scene-Aware Dialog
Shachi H Kumar, Eda Okur, Saurav Sahay +3
Detecting events and key actors in multi-person videos
Vignesh Ramanathan, Jonathan Huang, Sami Abu-El-Haija +3
Tuned Models of Peer Assessment in MOOCs
Chris Piech, Jonathan Huang, Zhenghao Chen +3
Motion Prediction Under Multimodality with Conditional Stochastic Networks
Katerina Fragkiadaki, Jonathan Huang, Alex Alemi +3
Speed/accuracy trade-offs for modern convolutional object detectors
Jonathan Huang, Vivek Rathod, Chen Sun +8
Learning to Segment via Cut-and-Paste
Tal Remez, Jonathan Huang, Matthew Brown
What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision
Jonathan Malmaud, Jonathan Huang, Vivek Rathod +3
Uncovering the Riffled Independence Structure of Rankings
Jonathan Huang, Carlos Guestrin
Learning Program Embeddings to Propagate Feedback on Student Code
Chris Piech, Jonathan Huang, Andy Nguyen +3
Generation and Comprehension of Unambiguous Object Descriptions
Junhua Mao, Jonathan Huang, Alexander Toshev +3