Dan Yamins
Affiliations:- Stanford University, Department of Psychology, CA, USA
- Massachusetts Institute of Technology (MIT), McGovern Institute for Brain Research, Cambridge, MA, USA
- Harvard University, School of Engineering and Applied Sciences, Cambridge, MA, USA
According to our database1,
Dan Yamins
authored at least 67 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on twitter.com
-
on id.loc.gov
On csauthors.net:
Bibliography
2024
The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion.
Neural Comput., January, 2024
2023
Mouse visual cortex as a limited resource system that self-learns an ecologically-general representation.
PLoS Comput. Biol., October, 2023
IEEE Trans. Affect. Comput., 2023
Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical Properties.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Recurrent Connections in the Primate Ventral Visual Stream Mediate a Trade-Off Between Task Performance and Network Size During Core Object Recognition.
Neural Comput., 2022
How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark Towards Physically Realistic Embodied AI.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
FAR: End-to-End Vibrotactile Distributed System Designed to Facilitate Affect Regulation in Children Diagnosed with Autism Spectrum Disorder Through Slow Breathing.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
2021
Proc. Natl. Acad. Sci. USA, 2021
Rethinking the limiting dynamics of SGD: modified loss, phase space oscillations, and anomalous diffusion.
CoRR, 2021
CoRR, 2021
Explanatory models in neuroscience: Part 1 - taking mechanistic abstraction seriously.
CoRR, 2021
CoRR, 2021
The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark for Physically Realistic Embodied AI.
CoRR, 2021
Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020
2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
Cogn. Sci., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
2017
Deep Learning Predicts Correlation between a Functional Signature of Higher Visual Areas and Sparse Firing of Neurons.
Frontiers Comput. Neurosci., 2017
A Useful Motif for Flexible Task Learning in an Embodied Two-Dimensional Visual Environment.
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2015
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015
2014
Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition.
PLoS Comput. Biol., 2014
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2014
2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Hyperopt: A Python Library for Optimizing the Hyperparameters of Machine Learning Algorithms.
Proceedings of the 12th Python in Science Conference, 2013
Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures.
Proceedings of the 30th International Conference on Machine Learning, 2013
2012
2010
Proceedings of the Provenance and Annotation of Data and Processes, 2010
2008
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008
2006
The emergence of global properties from local interactions: static properties and one-dimensional patterns.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006
2005
Proceedings of the Robotics: Science and Systems I, 2005
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
2004
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004