All Publications
2019
“Learning Language from Vision.”, in Workshop on Visually Grounded Interaction and Language (ViGIL) at the Thirty-third Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver Convention Center, Vancouver, Canada, 2019. ,
CBMM Funded
“ObjectNet: A large-scale bias-controlled dataset for pushing the limits of object recognition models”, Neural Information Processing Systems (NeurIPS 2019). Vancouver, Canada, 2019. 9142-objectnet-a-large-scale-bias-controlled-dataset-for-pushing-the-limits-of-object-recognition-models.pdf (16.31 MB) ,
CBMM Funded
“Open Source Subject Database Project (OSSDP)”. Center for Brains, Minds and Machines, 2019. ,
CBMM Funded
“Write, Execute, Assess: Program Synthesis with a REPL”, Neural Information Processing Systems (NeurIPS 2019). Vancouver, Canada, 2019. 9116-write-execute-assess-program-synthesis-with-a-repl.pdf (3.9 MB) ,
CBMM Funded
“Metamers of neural networks reveal divergence from human perceptual systems”, NIPS 2019. Vancouver, Canada, 2019. Feather_etal_2019_NeurIPS_metamers.pdf (4.7 MB) ,
CBMM Funded
“Visual Concept-Metaconcept Learning”, Neural Information Processing Systems (NeurIPS 2019). Vancouver, Canada, 2019. 8745-visual-concept-metaconcept-learning.pdf (1.92 MB) ,
CBMM Funded
“Illusory sound texture reveals multi-second statistical completion in auditory scene analysis”, Nature Communications, vol. 10, no. 1, 2019. ,
CBMM Related
“Beating SGD Saturation with Tail-Averaging and Minibatching”, Neural Information Processing Systems (NeurIPS 2019). Vancouver, Canada, 2019. 9422-beating-sgd-saturation-with-tail-averaging-and-minibatching.pdf (389.35 KB) ,
CBMM Funded
“Implicit Regularization of Accelerated Methods in Hilbert Spaces”, Neural Information Processing Systems (NeurIPS 2019). Vancouver, Canada, 2019. 9591-implicit-regularization-of-accelerated-methods-in-hilbert-spaces.pdf (451.14 KB) ,
CBMM Funded
“Modeling Expectation Violation in Intuitive Physics with Coarse Probabilistic Object Representations”, 33rd Conference on Neural Information Processing Systems (NeurIPS 2019). Vancouver, Canada, 2019. ADEPT_NeurIPS.pdf (11.07 MB) ,
CBMM Funded
“Evidence for an attentional priority map in inferotemporal cortex”, Proceedings of the National Academy of Sciences, vol. 116, no. 47, pp. 23797 - 23805, 2019. ,
CBMM Related
“Untangling in Invariant Speech Recognition”, Neural Information Processing Systems (NeurIPS 2019). Vancouver, Canada, 2019. 9583-untangling-in-invariant-speech-recognition.pdf (2.09 MB) ,
CBMM Funded
“Disruption of CA1 Sharp-Wave Ripples by the nonbenzodiazepine hypnotic eszopiclone ”, in Society for Neuroscience, Chicago, IL, USA, 2019. ,
CBMM Funded
“In silico modeling of temporally interfering electric fields for deep brain stimulation ”, in Society for Neuroscience, Chicago, IL, USA, 2019. ,
CBMM Funded
“Identification of vigilance states in freely behaving animals using thalamocortical activity and Deep Belief networks”, in Society for Neuroscience, 2019. ,
CBMM Funded
“Evidence that recurrent pathways between the prefrontal and inferior temporal cortex is critical during core object recognition ”, in Society for Neuroscience, Chicago, IL, USA, 2019. ,
CBMM Funded
“Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs”, 33rd Conference on Neural Information Processing Systems (NeurIPS 2019). Vancouver, Canada, 2019. 2019-10-28 NeurIPS-camera_ready.pdf (1.88 MB) ,
CBMM Funded
“Effects of Face Familiarity in Humans and Deep Neural Networks ”, in European Conference on Visual Perception, Leuven, Belgium, 2019. ,
CBMM Funded
“The Generative Adversarial Brain”, Frontiers in Artificial Intelligence, vol. 2, 2019. ,
CBMM Related
“Universal and Non-universal Features of Musical Pitch Perception Revealed by Singing”, Current Biology, 2019. ,
CBMM Funded
“Invariance to background noise as a signature of non-primary auditory cortex”, Nature Communications, vol. 10, no. 1, 2019. ,
CBMM Related
“Theories of Deep Learning: Approximation, Optimization and Generalization ”, TECHCON 2019. 2019. ,
CBMM Funded
“A meta-analysis of ANNs as models of primate V1 ”, in Bernstein, Berlin, Germany, 2019. ,
CBMM Funded
“A perceptually inspired generative model of rigid-body contact sounds”, Proceedings of the 22nd International Conference on Digital Audio Effects (DAFx-19), 2019. ,
CBMM Funded
“Visual Features for Invariant Coding by Face Selective Neurons ”, in 2019 Conference on Cognitive Computational Neuroscience (CCN), Berlin, Germany, 2019. ,
CBMM Funded