DY
Daniel L. K. Yamins
cs.CVcs.LGcs.AIneuroscienceq-bio.NCstat.MLNeural Networks, Computercs.NEModels, NeurologicalLearning
On Valency
published · living versionsW_cvbxu6ya·v1 · currentpublished
FlowBench: Counterfactual Imagination Training for Spatial Intelligence
with Yifan Liu, Baihan Zhang, Khai Loong Aw, Klemen Kotar
1 version
W_buuac3pw·v1published
Preprints & journals
91 papers in the corpus · 2003–2026A single computational objective can produce specialization of streams in visual cortex.42733086 · Finzi, Dawn, Margalit, Eshed, Kay, Kendrick et al.2026 · 10 citationsNature communications. 2026;17(1)
Perceptual 3D Simulation With Physical World Modeling2606.27575v1 · Wanhee Lee, Klemen Kotar, Rahul Mysore Venkatesh et al.2026 · 0 citationsarXiv
Physical Object Understanding with a Physically Controllable World Model2606.00439v1 · Rahul Venkatesh, Klemen Kotar, Lilian Naing Chen et al.2026 · 0 citationsarXiv
Unified 3D Scene Understanding Through Physical World Modeling2605.24321v1 · Wanhee Lee, Klemen Kotar, Rahul Mysore Venkatesh et al.2026 · 0 citationsarXiv
A hierarchical computational motif unifies neural dynamics across the ventral visual stream10.64898/2026.05.18.726101v1 · Wilson, J. M., Jedoui, K., Papale, P. et al.2026 · 0 citationsbioRxiv
Zero-shot World Models Are Developmentally Efficient Learners2604.10333v2 · Khai Loong Aw, Klemen Kotar, Wanhee Lee et al.2026 · 0 citationsarXiv
Autoregressive Flow Matching for Motion Prediction2512.22688v1 · Johnathan Xie, Stefan Stojanov, Cristobal Eyzaguirre et al.2025 · 0 citationsarXiv
Model-brain comparison using inter-animal transforms2510.02523v1 · Imran Thobani, Javier Sagastuy-Brena, Aran Nayebi et al.2025 · 3 citationsarXiv
Weakly-Supervised Learning of Dense Functional Correspondences2509.03893v1 · Stefan Stojanov, Linan Zhao, Yunzhi Zhang et al.2025 · 0 citationsarXiv
Representing Speech Through Autoregressive Prediction of Cochlear Tokens2508.11598v1 · Greta Tuckute, Klemen Kotar, Evelina Fedorenko et al.2025 · 0 citationsarXiv
Validating Generative Agent-Based Models of Social Norm Enforcement: From Replication to Novel Predictions2507.22049v1 · Logan Cross, Nick Haber, Daniel L.K. Yamins2025 · 0 citationsarXiv
Diverse Perceptual Representations Across Visual Pathways Emerge from A Single Objective10.1101/2025.07.22.664908v3 · Tang, Y., Gokce, A., Al-Karkari, K. J. et al.2025 · 2 citationsbioRxiv
Understanding Human Limits in Pattern Recognition: A Computational Model of Sequential Reasoning in Rock, Paper, Scissors2508.06503v1 · Logan Cross, Erik Brockbank, Tobias Gerstenberg et al.2025 · 0 citationsarXiv
Discovering and using Spelke segments2507.16038v1 · Rahul Venkatesh, Klemen Kotar, Lilian Naing Chen et al.2025 · 0 citationsarXiv
Taming generative video models for zero-shot optical flow extraction2507.09082v2 · Seungwoo Kim, Khai Loong Aw, Klemen Kotar et al.2025 · 0 citationsarXiv
Medial temporal cortex supports object perception by integrating over visuospatial sequences.40344813 · Bonnen, Tyler, Wagner, Anthony D, Yamins, Daniel L K2025 · 3 citationsCognition. 2025;262:106135
3D Scene Understanding Through Local Random Access Sequence Modeling2504.03875v1 · Wanhee Lee, Klemen Kotar, Rahul Mysore Venkatesh et al.2025 · 0 citationsarXiv
Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals2503.19953v1 · Stefan Stojanov, David Wendt, Seungwoo Kim et al.2025 · 0 citationsarXiv
Future views on neuroscience and AI.39423800 · Witten, Ilana, Yamins, Daniel L K, Clopath, Claudia et al.2024 · 1 citationCell. 2024;187(21):5809-5813
Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models2407.07086v2 · Logan Cross, Violet Xiang, Agam Bhatia et al.2024 · 2 citationsarXiv
The BabyView dataset: High-resolution egocentric videos of infants' and young children's everyday experiences2406.10447v2 · Bria Long, Robert Z. Sparks, Violet Xiang et al.2024 · 13 citationsarXiv
A unifying framework for functional organization in early and higher ventral visual cortex.38733985 · Margalit, Eshed, Lee, Hyodong, Finzi, Dawn et al.2024 · 61 citationsNeuron. 2024;112(14):2435-2451.e7
Let's move forward: Image-computable models and a common model evaluation scheme are prerequisites for a scientific understanding of human vision - CORRIGENDUM.38305315 · DiCarlo, James J, Yamins, Daniel L K, Ferguson, Michael E et al.2024 · 0 citationsThe Behavioral and brain sciences. 2024;47:e66
The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion.38052080 · Kunin, Daniel, Sagastuy-Brena, Javier, Gillespie, Lauren et al.2023 · 7 citationsNeural computation. 2023;36(1):151-174
Understanding Physical Dynamics with Counterfactual World Modeling2312.06721v3 · Rahul Venkatesh, Honglin Chen, Kevin Feigelis et al.2023 · 2 citationsarXiv
Let's move forward: Image-computable models and a common model evaluation scheme are prerequisites for a scientific understanding of human vision.38054303 · DiCarlo, James J, Yamins, Daniel L K, Ferguson, Michael E et al.2023 · 1 citationThe Behavioral and brain sciences. 2023;46:e390
Mouse visual cortex as a limited resource system that self-learns an ecologically-general representation.37782673 · Nayebi, Aran, Kong, Nathan C L, Zhuang, Chengxu et al.2023 · 36 citationsPLoS computational biology. 2023;19(10):e1011506
Perirhinal cortex supports object perception by integrating over visuospatial sequences10.1101/2023.09.07.556737v2 · Bonnen, T., Wagner, A. D., Yamins, D. L. K.2023 · 2 citationsbioRxiv
The BabyView camera: Designing a new head-mounted camera to capture children's early social and visual environments.37656342 · Long, Bria, Goodin, Sarah, Kachergis, George et al.2024 · 20 citationsBehavior research methods. 2024;56(4):3523-3534
Unifying (Machine) Vision via Counterfactual World Modeling2306.01828v1 · Daniel M. Bear, Kevin Feigelis, Honglin Chen et al.2023 · 8 citationsarXiv
Developmental Curiosity and Social Interaction in Virtual Agents2305.13396v1 · Chris Doyle, Sarah Shader, Michelle Lau et al.2023 · 1 citationarXiv
Measuring and Modeling Physical Intrinsic Motivation2305.13452v3 · Julio Martinez, Felix Binder, Haoliang Wang et al.2023 · 0 citationsarXiv
A Unifying Principle for the Functional Organization of Visual Cortex.37292946 · Margalit, Eshed, Lee, Hyodong, Finzi, Dawn et al.2026 · 12 citationsbioRxiv : the preprint server for biology. 2023
3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes2304.11470v1 · Haotian Xue, Antonio Torralba, Joshua B. Tenenbaum et al.2023 · 4 citationsarXiv
When and why grid cells appear or not in trained path integrators10.1101/2022.11.14.516537v1 · Sorscher, B., Mel, G. C., Nayebi, A. et al.2022 · 6 citationsbioRxiv
The BabyView Camera: Designing a New Head-mounted Camera to Capture Children’s Early Social and Visual Environment238jk_v1 · Bria Long, Sarah Goodin, George Kachergis et al.2022 · 3 citationsPsyArXiv
Recurrent Connections in the Primate Ventral Visual Stream Mediate a Trade-Off Between Task Performance and Network Size During Core Object Recognition.35798321 · Nayebi, Aran, Sagastuy-Brena, Javier, Bear, Daniel M et al.2022 · 60 citationsNeural computation. 2022;34(8):1652-1675
Unsupervised Segmentation in Real-World Images via Spelke Object Inference2205.08515v2 · Honglin Chen, Rahul Venkatesh, Yoni Friedman et al.2022 · 17 citationsarXiv
How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?38435074 · Zhuang, Chengxu, Xiang, Violet, Bai, Yoon et al.2024 · 8 citationsAdvances in neural information processing systems. 2022;35:22628-22642
Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks10.1101/2021.10.30.466617v2 · Nayebi, A., Attinger, A., Campbell, M. G. et al.2021 · 34 citationsbioRxiv
When the ventral visual stream is not enough: A deep learning account of medial temporal lobe involvement in perception.34265252 · Bonnen, Tyler, Yamins, Daniel L K, Wagner, Anthony D2021 · 84 citationsNeuron. 2021;109(17):2755-2766.e6
Predicting children’s and adults’ preferences in physical interactions via physics simulationxha3c_v1 · George Kachergis, Samaher Radwan, Bria Long et al.2021 · 0 citationsPsyArXiv
Physion: Evaluating Physical Prediction from Vision in Humans and Machines2106.08261v3 · Daniel M. Bear, Elias Wang, Damian Mrowca et al.2021 · 31 citationsarXiv
Measuring and predicting variation in the interestingness of physical structureshg7fv_v1 · Cameron Holdaway, Daniel M. Bear, Samaher Radwan et al.2021 · 1 citationPsyArXiv
Explanatory models in neuroscience: Part 2 -- constraint-based intelligibility2104.01489v2 · Rosa Cao, Daniel Yamins2021 · 25 citationsarXiv
Explanatory models in neuroscience: Part 1 -- taking mechanistic abstraction seriously2104.01490v2 · Rosa Cao, Daniel Yamins2021 · 65 citationsarXiv
The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark for Physically Realistic Embodied AI2103.14025v1 · Chuang Gan, Siyuan Zhou, Jeremy Schwartz et al.2021 · 11 citationsarXiv
Unsupervised neural network models of the ventral visual stream.33431673 · Zhuang, Chengxu, Yan, Siming, Nayebi, Aran et al.2021 · 338 citationsProceedings of the National Academy of Sciences of the United States of America. 2021;118(3)
Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics2012.04728v2 · Daniel Kunin, Javier Sagastuy-Brena, Surya Ganguli et al.2020 · 24 citationsarXiv
Identifying Learning Rules From Neural Network Observables2010.11765v2 · Aran Nayebi, Sanjana Srivastava, Surya Ganguli et al.2020 · 14 citationsarXiv
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