Publications

Filter by type:

. Lexicon-Level Contrastive Visual-Grounding Improves Language Modeling. arXiv, 2024.

PDF

. Visual Grounding Helps Learn Word Meanings in Low-Data Regimes. To Appear in NAACL, 2024.

PDF

. The BabyView camera: Designing a new head-mounted camera to capture children’s early social and visual environments. Behavior Research Methods, 2023.

PDF

. How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?. NeurIPS 2022 Datasets and Benchmarks Track, 2022.

PDF Code

. Conditional Negative Sampling for Contrastive Learning of Visual Representations.. ICLR 2021, 2021.

PDF Code

. Unsupervised neural network models of the ventral visual stream. PNAS, 2021.

PDF Code

. Unsupervised Learning from Video with Deep Neural Embeddings. CVPR 2020, 2020.

PDF Code

. Local Aggregation for Unsupervised Learning of Visual Embeddings. ICCV 2019, Oral presentation, Best Paper Award Nomination, 2019.

PDF Code

. Flexible Neural Representation for Physics Prediction. NeurIPS 2018, 2018.

PDF Code

. Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System. NIPS 2017, Oral presentation, 2017.

PDF Code Video

. Deep Learning Predicts Correlation between a Functional Signature of Higher Visual Areas and Sparse Firing of Neurons. Frontiers in Computational Neuroscience, 2017.

PDF