Publication
] Implicit Regularization of Accelerated Methods in Hilbert Spaces. Neural Information Processing Systems (NeurIPS 2019) (2019).
9591-implicit-regularization-of-accelerated-methods-in-hilbert-spaces.pdf (451.14 KB)
9591-implicit-regularization-of-accelerated-methods-in-hilbert-spaces.pdf (451.14 KB) Implicit dynamic regularization in deep networks. (2020). v1.2 (2.29 MB) v.59 Update on rank (2.43 MB)
v1.2 (2.29 MB) v.59 Update on rank (2.43 MB) On the Implicit Bias Towards Minimal Depth of Deep Neural Networks. arXiv (2022). at <https://arxiv.org/abs/2202.09028> 2202.09028.pdf (2 MB)
2202.09028.pdf (2 MB) Imitation Preferences of Preverbal Infants. CBMM Summer Research Program (2014). Imitation Preferences of Preverbal Infants. (11.32 MB)
Imitation Preferences of Preverbal Infants. (11.32 MB) Imagination and the generation of new ideas. Cognitive Development 34, 99–110 (2015). Imagination and the generation of new ideas (266.63 KB)
Imagination and the generation of new ideas (266.63 KB) Image interpretation by iterative bottom-up top- down processing. (2021). CBMM-Memo-120.pdf (2.83 MB)
CBMM-Memo-120.pdf (2.83 MB) Image interpretation above and below the object level. Proceedings of the Royal Society: Interface Focus (2018). 2018-BenYosef_Ullman-Image_interpretation_above_and_below the object_level.pdf (3.26 MB)
2018-BenYosef_Ullman-Image_interpretation_above_and_below the object_level.pdf (3.26 MB) Image interpretation above and below the object level. (2018). CBMM-Memo-089.pdf (2.06 MB)
CBMM-Memo-089.pdf (2.06 MB) Illusory sound texture reveals multi-second statistical completion in auditory scene analysis. Nature Communications 10, (2019).
Identification of vigilance states in freely behaving animals using thalamocortical activity and Deep Belief networks. Society for Neuroscience (2019).
Hypothesis-Space Constraints in Causal Learning. Annual Meeting of the Cognitive Science Society (CogSci) (2015). at <https://mindmodeling.org/cogsci2015/papers/0418/index.html> hypothesis_space_constraints (1).pdf (1.54 MB)
hypothesis_space_constraints (1).pdf (1.54 MB) Hypothesis-driven Online Video Stream Learning with Augmented Memory. arXiv (2021). doi:10.48550/arXiv.2104.02206 2104.02206.pdf (2.25 MB)
2104.02206.pdf (2.25 MB) Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding. (2014). CBMM-Memo-020.pdf (1.89 MB)
CBMM-Memo-020.pdf (1.89 MB) Human-level concept learning through probabilistic program induction. Science 350, 1332-1338 (2015).
Is the Human Visual System Invariant to Translation and Scale?. AAAI Spring Symposium Series, Science of Intelligence (2017).
On the Human Visual System Invariance to Translation and Scale. Vision Sciences Society (2017).
Human visual motion perception shows hallmarks of Bayesian structural inference. Scientific Reports 11, (2021).
Human recognition of environmental sounds is not always robust to reverberation. Annual Meeting of the Acoustical Society 143, (2018).
Human Learning in Atari. AAAI Spring Symposium Series (2017). Tsividis et al - Human Learning in Atari.pdf (844.47 KB)
Tsividis et al - Human Learning in Atari.pdf (844.47 KB) Human inference of force from impact sounds: Perceptual evidence for inverse physics. Annual Meeting of the Acoustical Society 143, (2018).
The human endogenous attentional control network includes a ventro-temporal cortical node. Nature Communications 12, (2021).
How, whether, why: Causal judgments as counterfactual contrasts. Annual Meeting of the Cognitive Science Society (CogSci) 782-787 (2015). at <https://mindmodeling.org/cogsci2015/papers/0142/index.html> GerstenbergEtAl2015-Cogsci.pdf (2.16 MB)
GerstenbergEtAl2015-Cogsci.pdf (2.16 MB)