Yamins, Daniel L. K.
- ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation
2020/07/09 by Chuang Gan, J. Schwartz, Gan, Chuang +44 · 47 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, Kubilius, Jonas, Martin Schrimpf +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, Bear, Daniel M., Elias Wang +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, Kunin, Daniel, Javier Sagastuy-Breña +7 · 15 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis
- 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
- 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, Kotar, Klemen, Stephen Tian +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
- Unifying (Machine) Vision via Counterfactual World Modeling
2023/06/02 by Daniel M. Bear, Kevin Feigelis, Bear, Daniel M. +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
- Understanding Physical Dynamics with Counterfactual World Modeling
2023/12/11 by Rahul Venkatesh, Venkatesh, Rahul, Honglin Chen +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, Haber, Nick, Damian Mrowca +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, Bear, Daniel M., Chaofei Fan +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
- 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
- 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
- Identifying Learning Rules From Neural Network Observables
2020/10/22 by Aran Nayebi, Sanjana Srivastava, Nayebi, Aran +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)
- Learning to Play with Intrinsically-Motivated Self-Aware Agents
2018/02/21 by Nick Haber, Damian Mrowca, Haber, Nick +5 · 1 voice
Computer Science · Mathematics · #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) #cs.AI #cs.CV #cs.LG #stat.ML
- Taming generative video models for zero-shot optical flow extraction
2025/07/11 by Kim, Seungwoo, Aw, Khai Loong, Kotar, Klemen +8 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Validating Generative Agent-Based Models of Social Norm Enforcement: From Replication to Novel Predictions
2025/07/29 by Cross, Logan, Haber, Nick, Yamins, Daniel L. K. · 1 citation
#FOS: Computer and information sciences #Multiagent Systems (cs.MA)