Barbu, Andrei
- BrainBERT: Self-supervised representation learning for intracranial recordings
2023/02/28 by Wang, Christopher, Subramaniam, Vighnesh, Yaari, Adam Uri +4 · 23 citations
#FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas
2020/06/01 by Yen‐Ling Kuo, Kuo, Yen-Ling, Boris Katz +3 · 5 citations
Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Population Transformer: Learning Population-level Representations of Neural Activity
2024/06/05 by Chau, Geeling, Wang, Christopher, Talukder, Sabera +5 · 12 citations
#FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
- Measuring Social Biases in Grounded Vision and Language Embeddings
2020/02/20 by Ross, Candace, Katz, Boris, Barbu, Andrei · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Learning a natural-language to LTL executable semantic parser for grounded robotics
2020/08/07 by Christopher Wang, Wang, Christopher, Candace Ross +7 · 4 citations
Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Trajectory Prediction with Linguistic Representations
2021/10/19 by Yen‐Ling Kuo, Kuo, Yen-Ling, Xin Huang +11 · 4 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
- Compositional Networks Enable Systematic Generalization for Grounded Language Understanding
2020/08/06 by Kuo, Yen-Ling, Katz, Boris, Barbu, Andrei · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Robotics (cs.RO)
- PHASE: PHysically-grounded Abstract Social Events for Machine Social\n Perception
2021/03/02 by Aviv Netanyahu, Tianmin Shu, Netanyahu, Aviv +7 · 2 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) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Revealing Vision-Language Integration in the Brain with Multimodal Networks
2024/06/20 by Vighnesh Subramaniam, Colin Conwell, Subramaniam, Vighnesh +11 · 4 citations
Computer Science · #Multimodal Machine Learning Applications
- On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation
2021/12/14 by Binxu Wang, David J. Mayo, Wang, Binxu +7 · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #I.2.10 #I.2.6 #I.4.10 #I.5.1 #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
2024/11/13 by Wang, Christopher, Yaari, Adam Uri, Singh, Aaditya K +10 · 5 citations
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
- Saying What You're Looking For: Linguistics Meets Video Search
2013/09/20 by Andrei Barbu, Barbu, Andrei, Jeffrey Mark Siskind +2 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Baba Is AI: Break the Rules to Beat the Benchmark
2024/07/18 by Nathan Cloos, Cloos, Nathan, Meagan Jens +11 · 2 citations
Social Sciences · #Computation and Language (cs.CL) #Education and Islamic Studies #FOS: Computer and information sciences
- Query The Agent: Improving sample efficiency through epistemic uncertainty estimation
2022/10/05 by Alverio, Julian, Katz, Boris, Barbu, Andrei · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Developing a Series of AI Challenges for the United States Department of the Air Force
2022/07/14 by Vijay Gadepally, Gadepally, Vijay, Gregory Angelides +81 · 1 citation
Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computers and Society (cs.CY) #Data Quality and Management #FOS: Computer and information sciences #Scientific Computing and Data Management
- Using Multimodal Deep Neural Networks to Disentangle Language from Visual Aesthetics
2024/10/31 by Colin Conwell, C. Hamblin, Conwell, Colin +11 · 1 citation
Arts and Humanities · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multisensory perception and integration #Subtitles and Audiovisual Media
- BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?
2024/11/05 by Mayo, David, Wang, Christopher, Harbin, Asa +4 · 1 citation
#FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #electronic engineering #information engineering