Daniel Yamins
- ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation
2020/07/09 by Chuang Gan, Gan, Chuang, J. Schwartz +44 · 45 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Brain-Like Object Recognition with High-Performing Shallow Recurrent\n ANNs
2019/09/13 by Jonas Kubilius, Martin Schrimpf, Kubilius, Jonas +25 · 24 citations
Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Face Recognition and Perception #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Visual Attention and Saliency Detection #electronic engineering #information engineering
- Physion: Evaluating Physical Prediction from Vision in Humans and Machines
2021/06/15 by Daniel M. Bear, Elias Wang, Bear, Daniel M. +28 · 24 citations
Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
- Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning\n Dynamics
2020/12/08 by Daniel Kunin, Javier Sagastuy-Breña, Kunin, Daniel +7 · 15 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis
- Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical Properties
2023/06/27 by Hsiao-Yu Fish Tung, Mingyu Ding, Tung, Hsiao-Yu +15 · 14 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Robotics (cs.RO)
- On Mutual Information in Contrastive Learning for Visual Representations
2020/05/27 by Mike Wu, Wu, Mike, Chengxu Zhuang +7 · 15 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark for Physically Realistic Embodied AI
2021/03/25 by Chuang Gan, Siyuan Zhou, Gan, Chuang +19 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)
- Flexible Neural Representation for Physics Prediction
2018/06/21 by Damian Mrowca, Chengxu Zhuang, Mrowca, Damian +11 · 6 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Time Series Analysis and Forecasting
- Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models
2024/07/09 by Logan Cross, Cross, Logan, Violet Xiang +7 · 13 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
- Two Routes to Scalable Credit Assignment without Weight Symmetry
2020/02/28 by Daniel Kunin, Aran Nayebi, Kunin, Daniel +9 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
- Task-Driven Convolutional Recurrent Models of the Visual System
2018/06/20 by Aran Nayebi, Daniel M. Bear, Nayebi, Aran +13 · 8 citations
Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Face Recognition and Perception #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Visual perception and processing mechanisms
- Are These the Same Apple? Comparing Images Based on Object Intrinsics
2023/11/01 by Klemen Kotar, Stephen Tian, Kotar, Klemen +7 · 7 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
- Explanatory models in neuroscience: Part 1 -- taking mechanistic abstraction seriously
2021/04/03 by Rosa Cao, Daniel Yamins, Cao, Rosa +1 · 5 citations
Neuroscience · Biochemistry, Genetics and Molecular Biology · #Neural dynamics and brain function #Functional Brain Connectivity Studies #Cell Image Analysis Techniques
- Unifying (Machine) Vision via Counterfactual World Modeling
2023/06/02 by Daniel M. Bear, Bear, Daniel M., Kevin Feigelis +13 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.8
- Toward Goal-Driven Neural Network Models for the Rodent\n Whisker-Trigeminal System
2017/06/22 by Chengxu Zhuang, Jonas Kubilius, Zhuang, Chengxu +5 · 3 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Understanding Physical Dynamics with Counterfactual World Modeling
2023/12/11 by Rahul Venkatesh, Honglin Chen, Venkatesh, Rahul +20 · 7 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Time Series Analysis and Forecasting
- Visual Grounding of Learned Physical Models
2020/04/28 by Yunzhu Li, Toru Lin, Li, Yunzhu +13 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Emergence of Structured Behaviors from Curiosity-Based Intrinsic Motivation
2018/02/21 by Nick Haber, Damian Mrowca, Haber, Nick +5 · 3 citations
Psychology · #68 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Psychological and Educational Research Studies
- Learning Physical Graph Representations from Visual Scenes
2020/06/22 by Daniel M. Bear, Chaofei Fan, Bear, Daniel M. +19 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #I.2.6 #I.4.8 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Active World Model Learning with Progress Curiosity
2020/07/15 by Kuno Kim, Megumi Sano, Kim, Kuno +7 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Conditional Negative Sampling for Contrastive Learning of Visual Representations
2020/10/05 by Mike Wu, Wu, Mike, Milan Mosse +7 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- The BabyView dataset: High-resolution egocentric videos of infants' and young children's everyday experiences
2024/06/14 by Bria Long, Long, Bria, Robert Zane Sparks +21 · 5 citations
Psychology · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Identity, Memory, and Therapy #Youth Education and Societal Dynamics
- 3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes
2023/04/22 by Haotian Xue, Antonio Torralba, Xue, Haotian +9 · 3 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
- Unsupervised Segmentation in Real-World Images via Spelke Object Inference
2022/05/17 by Honglin Chen, Chen, Honglin, Rahul Venkatesh +11 · 2 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- The BabyView camera: Designing a new head-mounted camera to capture children’s early social and visual environments
2023/09/01 by Bria Long, Sarah Goodin, George Kachergis +12 · 1 voice · 2 citations
Social Sciences · #Child Development and Digital Technology #Children's Rights and Participation #Early Childhood Education and Development
- 电影艺术数字化追求的价值与中国式“大片”的反思
2009/01/01 by Judith E. Fan, Daniel Yamins, Daniel L. K. Yamins +2 · 1 citation
Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #Face Recognition and Perception #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
- Flexible and Efficient Long-Range Planning Through Curious Exploration
2020/04/22 by Aidan Curtis, Minjian Xin, Curtis, Aidan +7 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO)
- Identifying Learning Rules From Neural Network Observables
2020/10/22 by Aran Nayebi, Nayebi, Aran, Sanjana Srivastava +5 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals
2025/03/25 by Stefan Stojanov, Stojanov, Stefan, David Wendt +11 · 2 citations
Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Video Analysis and Summarization
- Model-brain comparison using inter-animal transforms
2025/10/02 by Imran Thobani, Thobani, Imran, Javier Sagastuy-Breña +10 · 1 voice · 3 citations
Computer Science · Neuroscience · #Embodied and Extended Cognition #FOS: Computer and information sciences #Face Recognition and Perception #Machine Learning (cs.LG) #Neural dynamics and brain function #cs.LG