Faculty of Arts and Science

Research Output 1952 2020

Filter
Paper
2019

End-to-end optimized image compression

Ballé, J., Laparra, V. & Simoncelli, E., Jan 1 2019.

Research output: Contribution to conferencePaper

Image compression
Gain control
Nonlinear analysis
neural network
activation

Glue: A multi-task benchmark and analysis platform for natural language understanding

Wang, A., Singh, A., Michael, J., Hill, F., Levy, O. & Bowman, S., Jan 1 2019.

Research output: Contribution to conferencePaper

Glues
language
Linguistics
evaluation
linguistics

What do you learn from context? Probing for sentence structure in contextualized word representations

Tenney, I., Xia, P., Chen, B., Wang, A., Poliak, A., Thomas McCoy, R., Kim, N., Van Durme, B., Bowman, S., Das, D. & Pavlick, E., Jan 1 2019.

Research output: Contribution to conferencePaper

Syntactics
Semantics
semantics
Pipelines
language
2018

Knowledge tracing using the brain

Halpern, D., Tubridy, S., Wang, H. Y., Gasser, C., Popp, P. O., Davachi, L. & Gureckis, T., Jan 1 2018.

Research output: Contribution to conferencePaper

Brain
Data storage equipment
Students
Neuroimaging
Hidden Markov models

Stable and effective trainable greedy decoding for sequence to sequence learning

Chen, Y., Cho, K., Bowman, S. & Li, V. O. K., Jan 1 2018.

Research output: Contribution to conferencePaper

Decoding
neural network
learning
Neural networks
experiment
2017

Additive presuppositions are derived through activating focus alternatives

Szabolcsi, A., Jan 1 2017, p. 455-464. 10 p.

Research output: Contribution to conferencePaper

Semantics
2016

Density modeling of images using a generalized normalization transformation

Ballé, J., Laparra, V. & Simoncelli, E., Jan 1 2016.

Research output: Contribution to conferencePaper

normalization
Linear transformations
Additive noise
Independent component analysis
Network architecture

Geodesics of learned representations

Hénaff, O. J. & Simoncelli, E., Jan 1 2016.

Research output: Contribution to conferencePaper

Invariance
Image classification
Linearization
Refining
remedies
2015

The local low-dimensionality of natural images: International conference on learning representations (ICLR)

Hénaff, O. J., Ballé, J., Rabinowitz, N. C. & Simoncelli, E., Jan 1 2015.

Research output: Contribution to conferencePaper

Glossaries
Textures
Chemical activation
Decomposition
Degradation
2014

Can recursive neural tensor networks learn logical reasoning?

Bowman, S., Jan 1 2014.

Research output: Contribution to conferencePaper

neural network
Tensors
Animals
animal
ability