A Deep Representation for Invariance And Music Classification by Zhang, Chiyuan, Evangelopoulos, Georgios, Voinea, Stephen, Rosasco, Lorenzo, Poggio, Tomaso

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Seeing What You’re Told: Sentence-Guided Activity Recognition In Video by Siddharth, Narayanaswamy, Barbu, Andrei, Siskind, Jeffrey Mark

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A Review of Relational Machine Learning for Knowledge Graphs by Nickel, Maximilian, Murphy, Kevin, Tresp, Volker, Gabrilovich, Evgeniy

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Semantic Part Segmentation using Compositional Model combining Shape and Appearance by Wang, Jianyu, Yuille, Alan L.

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Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) by Mao, Junhua, Xu, Wei, Yang, Yi, Wang, Jiang, Huang, Zhiheng, Yuille, Alan L.

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How Important is Weight Symmetry in Backpropagation? by Liao, Qianli, Leibo, Joel Z., Poggio, Tomaso

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Fast, invariant representation for human action in the visual system by Isik, Leyla, Tacchetti, Andrea, Poggio, Tomaso

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Foveation-based Mechanisms Alleviate Adversarial Examples by Lou, Yan, Boix, Xavier, Roig, Gemma, Poggio, Tomaso, Zhao, Qi

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Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL by Berzak, Yevgeni, Reichart, Roi, Katz, Boris

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Do You See What I Mean? Visual Resolution of Linguistic Ambiguities by Berzak, Yevgeni, Barbu, Andrei, Harari, Daniel, Katz, Boris, Ullman, Shimon

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Anchoring and Agreement in Syntactic Annotations by Berzak, Yevgeni, Huang, Yan, Barbu, Andrei, Korhonen, Anna, Katz, Boris

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Turing++ Questions: A Test for the Science of (Human) Intelligence by Poggio, Tomaso A, Meyers, Ethan M

“…In particular, we describe here an open-ended set of Turing++ questions that we are developing at the Center for Brains, Minds, and Machines at MIT -- that is questions about an image. …”
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Detecting Semantic Parts on Partially Occluded Objects by Wang, Jianyu, Xe, Cihang, Zhang, Zhishuai, Zhu, Jun, Xie, Lingxi, Yuille, Alan L.

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Single-Shot Object Detection with Enriched Semantics by Zhang, Zhishuai, Qiao, Siyuan, Xie, Cihang, Shen, Wei, Wang, Bo, Yuille, Alan L.

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Multi-stage Multi-recursive-input Fully Convolutional Networks for Neuronal Boundary Detection by Shen, Wei, Wang, Bin, Jiang, Yuan, Wang, Yan, Yuille, Alan L.

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Single units in a deep neural network functionally correspond with neurons in the brain: preliminary results by Arend, Luke, Han, Yena, Schrimpf, Martin, Bashivan, Pouya, Kar, Kohitij, Poggio, Tomaso, DiCarlo, James J., Boix, Xavier

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Spatiotemporal interpretation features in the recognition of dynamic images by Ben-Yosef, Guy, Kreiman, Gabriel, Ullman, Shimon

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Measuring Social Biases in Grounded Vision and Language Embeddings by Ross, Candace, Barbu, Andrei, Katz, Boris

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Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset by Palmer, Ian, Rouditchenko, Andrew, Barbu, Andrei, Katz, Boris, Glass, James

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Incorporating Rich Social Interactions Into MDPs by Tejwani, Ravi, Kuo, Yen-Ling, Shu, Tianmin, Stankovits, Bennett, Gutfreund, Dan, Tenenbaum, Joshua B., Katz, Boris, Barbu, Andrei

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