Andrei Barbu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 51

Top Topics

Provably Secure

Social Interaction

Semantic Parser

Top Venues

Publications

Vighnesh Subramaniam, Colin Conwell, Christopher Wang, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu
Revealing Vision-Language Integration in the Brain with Multimodal Networks. CoRR (2024)
Nathan Cloos, Meagan Jens, Michelangelo Naim, Yen-Ling Kuo, Ignacio Cases, Andrei Barbu, Christopher J. Cueva
Baba Is AI: Break the Rules to Beat the Benchmark. CoRR (2024)
Abdulrahman Alabdulakreem, Christian M. Arnold, Yerim Lee, Pieter M. Feenstra, Boris Katz, Andrei Barbu
SecureLLM: Using Compositionality to Build Provably Secure Language Models for Private, Sensitive, and Secret Data. CoRR (2024)
Geeling Chau, Christopher Wang, Sabera Talukder, Vighnesh Subramaniam, Saraswati Soedarmadji, Yisong Yue, Boris Katz, Andrei Barbu
Population Transformer: Learning Population-level Representations of Intracranial Activity. CoRR (2024)
Ravi Tejwani, Yen-Ling Kuo, Tianmin Shu, Bennett Stankovits, Dan Gutfreund, Joshua B. Tenenbaum, Boris Katz, Andrei Barbu
Zero-Shot Linear Combinations of Grounded Social Interactions with Linear Social MDPs. AAAI (2023)
Christopher Wang, Vighnesh Subramaniam, Adam Uri Yaari, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu
BrainBERT: Self-supervised representation learning for intracranial recordings. CoRR (2023)
David Mayo, Jesse Cummings, Xinyu Lin, Dan Gutfreund, Boris Katz, Andrei Barbu
How hard are computer vision datasets? Calibrating dataset difficulty to viewing time. NeurIPS (2023)
Lucia Schiatti, Monica Gori, Martin Schrimpf, Giulia Cappagli, Federica Morelli, Sabrina Signorini, Boris Katz, Andrei Barbu
Modeling Visual Impairments with Artificial Neural Networks: a Review. ICCV (Workshops) (2023)
Christopher Wang, Vighnesh Subramaniam, Adam Uri Yaari, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu
BrainBERT: Self-supervised representation learning for intracranial recordings. ICLR (2023)
Ravi Tejwani, Yen-Ling Kuo, Tianmin Shu, Bennett Stankovits, Dan Gutfreund, Joshua B. Tenenbaum, Boris Katz, Andrei Barbu
Incorporating Rich Social Interactions Into MDPs. ICRA (2022)
Yen-Ling Kuo, Xin Huang, Andrei Barbu, Stephen G. McGill, Boris Katz, John J. Leonard, Guy Rosman
Trajectory Prediction with Linguistic Representations. ICRA (2022)
Emily Cheng, Yen-Ling Kuo, Josefina Correa, Boris Katz, Ignacio Cases, Andrei Barbu
Quantifying the Emergence of Symbolic Communication. CogSci (2022)
Julian Alverio, Boris Katz, Andrei Barbu
Query The Agent: Improving sample efficiency through epistemic uncertainty estimation. CoRR (2022)
Adam Uri Yaari, Jan DeWitt, Henry Hu, Bennett Stankovits, Sue Felshin, Yevgeni Berzak, Helena Aparicio, Boris Katz, Ignacio Cases, Andrei Barbu
The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebank. EMNLP (2022)
Mengmi Zhang, Giorgia Dellaferrera, Ankur Sikarwar, Marcelo Armendáriz, Noga Mudrik, Prachi Agrawal, Spandan Madan, Andrei Barbu, Haochen Yang, Tanishq Kumar, Meghna Sadwani, Stella Dellaferrera, Michele Pizzochero, Hanspeter Pfister, Gabriel Kreiman
Human or Machine? Turing Tests for Vision and Language. CoRR (2022)
Vijay Gadepally, Gregory Angelides, Andrei Barbu, Andrew Bowne, Laura J. Brattain, Tamara Broderick, Armando Cabrera, Glenn Carl, Ronisha Carter, Miriam Cha, Emilie Cowen, Jesse Cummings, Bill Freeman, James R. Glass, Sam Goldberg, Mark Hamilton, Thomas Heldt, Kuan Wei Huang, Phillip Isola, Boris Katz, Jamie Koerner, Yen-Chen Lin, David Mayo, Kyle McAlpin, Taylor Perron, Jean E. Piou, Hrishikesh M. Rao, Hayley Reynolds, Kaira Samuel, Siddharth Samsi, Morgan Schmidt, Leslie Shing, Olga Simek, Brandon Swenson, Vivienne Sze, Jonathan Taylor, Paul Tylkin, Mark Veillette, Matthew L. Weiss, Allan B. Wollaber, Sophia Yuditskaya, Jeremy Kepner
Developing a Series of AI Challenges for the United States Department of the Air Force. CoRR (2022)
Adam Uri Yaari, Maxwell Sherman, Oliver Clarke Priebe, Po-Ru Loh, Boris Katz, Andrei Barbu, Bonnie Berger
Multi-resolution modeling of a discrete stochastic process identifies causes of cancer. ICLR (2021)
Yen-Ling Kuo, Boris Katz, Andrei Barbu
Compositional Networks Enable Systematic Generalization for Grounded Language Understanding. EMNLP (Findings) (2021)
Yen-Ling Kuo, Xin Huang, Andrei Barbu, Stephen G. McGill, Boris Katz, John J. Leonard, Guy Rosman
Trajectory Prediction with Linguistic Representations. CoRR (2021)
Candace Ross, Boris Katz, Andrei Barbu
Measuring Social Biases in Grounded Vision and Language Embeddings. NAACL-HLT (2021)
Ravi Tejwani, Yen-Ling Kuo, Tianmin Shu, Bennett Stankovits, Dan Gutfreund, Joshua B. Tenenbaum, Boris Katz, Andrei Barbu
Incorporating Rich Social Interactions Into MDPs. CoRR (2021)
Aviv Netanyahu, Tianmin Shu, Boris Katz, Andrei Barbu, Joshua B. Tenenbaum
PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception. CoRR (2021)
Binxu Wang, David Mayo, Arturo Deza, Andrei Barbu, Colin Conwell
On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation. CoRR (2021)
Colin Conwell, David Mayo, Andrei Barbu, Michael A. Buice, George Alvarez, Boris Katz
Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex. NeurIPS (2021)
Aviv Netanyahu, Tianmin Shu, Boris Katz, Andrei Barbu, Joshua B. Tenenbaum
PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception. AAAI (2021)
Ian Palmer, Andrew Rouditchenko, Andrei Barbu, Boris Katz, James R. Glass
Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset. CoRR (2021)
Ravi Tejwani, Yen-Ling Kuo, Tianmin Shu, Boris Katz, Andrei Barbu
Social Interactions as Recursive MDPs. CoRL (2021)
Ian Palmer, Andrew Rouditchenko, Andrei Barbu, Boris Katz, James R. Glass
Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset. Interspeech (2021)
Yen-Ling Kuo, Boris Katz, Andrei Barbu
Compositional RL Agents That Follow Language Commands in Temporal Logic. Frontiers Robotics AI 8 (2021)
Yen-Ling Kuo, Boris Katz, Andrei Barbu
Deep compositional robotic planners that follow natural language commands. CoRR (2020)
Christopher Wang, Candace Ross, Yen-Ling Kuo, Boris Katz, Andrei Barbu
Learning a natural-language to LTL executable semantic parser for grounded robotics. CoRR (2020)
Candace Ross, Boris Katz, Andrei Barbu
Measuring Social Biases in Grounded Vision and Language Embeddings. CoRR (2020)
Andrei Barbu, Dalitso Banda, Boris Katz
Deep video-to-video transformations for accessibility with an application to photosensitivity. Pattern Recognit. Lett. 137 (2020)
Yen-Ling Kuo, Boris Katz, Andrei Barbu
Deep compositional robotic planners that follow natural language commands. ICRA (2020)
Yen-Ling Kuo, Boris Katz, Andrei Barbu
Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas. IROS (2020)
Yen-Ling Kuo, Boris Katz, Andrei Barbu
Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas. CoRR (2020)
Christopher Wang, Candace Ross, Yen-Ling Kuo, Boris Katz, Andrei Barbu
Learning a natural-language to LTL executable semantic parser for grounded robotics. CoRL (2020)
Yen-Ling Kuo, Boris Katz, Andrei Barbu
Compositional Networks Enable Systematic Generalization for Grounded Language Understanding. CoRR (2020)
Yen-Ling Kuo, Boris Katz, Andrei Barbu
Deep compositional robotic planners that follow natural language commands. ViGIL@NeurIPS (2019)
Candace Ross, Cheahuychou Mao, Boris Katz, Andrei Barbu
Learning Language from Vision. ViGIL@NeurIPS (2019)
Andrei Barbu, David Mayo, Julian Alverio, William Luo, Christopher Wang, Dan Gutfreund, Josh Tenenbaum, Boris Katz
ObjectNet: A large-scale bias-controlled dataset for pushing the limits of object recognition models. NeurIPS (2019)
Rohan Paul, Andrei Barbu, Sue Felshin, Boris Katz, Nicholas Roy
Temporal Grounding Graphs for Language Understanding with Accrued Visual-Linguistic Context. CoRR (2018)
Yen-Ling Kuo, Andrei Barbu, Boris Katz
Deep sequential models for sampling-based planning. CoRR (2018)
Candace Ross, Andrei Barbu, Yevgeni Berzak, Battushig Myanganbayar, Boris Katz
Grounding language acquisition by training semantic parsers using captioned videos. EMNLP (2018)
Battushig Myanganbayar, Cristina Mata, Gil Dekel, Boris Katz, Guy Ben-Yosef, Andrei Barbu
Partially Occluded Hands: - A Challenging New Dataset for Single-Image Hand Pose Estimation. ACCV (5) (2018)
Yen-Ling Kuo, Andrei Barbu, Boris Katz
Deep Sequential Models for Sampling-Based Planning. IROS (2018)
Rohan Paul, Andrei Barbu, Sue Felshin, Boris Katz, Nicholas Roy
Temporal Grounding Graphs for Language Understanding with Accrued Visual-Linguistic Context. IJCAI (2017)
Daniel Paul Barrett, Andrei Barbu, N. Siddharth, Jeffrey Mark Siskind
Saying What You're Looking For: Linguistics Meets Video Search. IEEE Trans. Pattern Anal. Mach. Intell. 38 (10) (2016)
Yevgeni Berzak, Yan Huang, Andrei Barbu, Anna Korhonen, Boris Katz
Anchoring and Agreement in Syntactic Annotations. EMNLP (2016)
Yevgeni Berzak, Andrei Barbu, Daniel Harari, Boris Katz, Shimon Ullman
Do You See What I Mean? Visual Resolution of Linguistic Ambiguities. CoRR (2016)
Yevgeni Berzak, Yan Huang, Andrei Barbu, Anna Korhonen, Boris Katz
Bias and Agreement in Syntactic Annotations. CoRR (2016)
Haonan Yu, N. Siddharth, Andrei Barbu, Jeffrey Mark Siskind
A Compositional Framework for Grounding Language Inference, Generation, and Acquisition in Video. J. Artif. Intell. Res. 52 (2015)
Yevgeni Berzak, Andrei Barbu, Daniel Harari, Boris Katz, Shimon Ullman
Do You See What I Mean? Visual Resolution of Linguistic Ambiguities. EMNLP (2015)
N. Siddharth, Andrei Barbu, Jeffrey Mark Siskind
Seeing What You're Told: Sentence-Guided Activity Recognition in Video. CVPR (2014)
Andrei Barbu, Daniel Paul Barrett, Wei Chen, Siddharth Narayanaswamy, Caiming Xiong, Jason J. Corso, Christiane D. Fellbaum, Catherine Hanson, Stephen José Hanson, Sébastien Hélie, Evguenia Malaia, Barak A. Pearlmutter, Jeffrey Mark Siskind, Thomas Michael Talavage, Ronnie B. Wilbur
Seeing is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions. ECCV (5) (2014)
Andrei Barbu, Alexander Bridge, Zachary Burchill, Dan Coroian, Sven J. Dickinson, Sanja Fidler, Aaron Michaux, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell W. Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang
Video In Sentences Out. CoRR (2014)
Yu Cao, Daniel Paul Barrett, Andrei Barbu, Siddharth Narayanaswamy, Haonan Yu, Aaron Michaux, Yuewei Lin, Sven J. Dickinson, Jeffrey Mark Siskind, Song Wang
Recognize Human Activities from Partially Observed Videos. CVPR (2013)
Siddharth Narayanaswamy, Andrei Barbu, Jeffrey Mark Siskind
Seeing What You're Told: Sentence-Guided Activity Recognition In Video. CoRR (2013)
Andrei Barbu, Siddharth Narayanaswamy, Jeffrey Mark Siskind
Saying What You're Looking For: Linguistics Meets Video Search. CoRR (2013)
Andrei Barbu, Alexander Bridge, Zachary Burchill, Dan Coroian, Sven J. Dickinson, Sanja Fidler, Aaron Michaux, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell W. Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang
Video In Sentences Out CoRR (2012)
Andrei Barbu, Alexander Bridge, Zachary Burchill, Dan Coroian, Sven J. Dickinson, Sanja Fidler, Aaron Michaux, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell W. Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang
Video In Sentences Out. UAI (2012)
Andrei Barbu, Aaron Michaux, Siddharth Narayanaswamy, Jeffrey Mark Siskind
Simultaneous Object Detection, Tracking, and Event Recognition CoRR (2012)
Andrei Barbu, Alexander Bridge, Dan Coroian, Sven J. Dickinson, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell W. Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang
Large-Scale Automatic Labeling of Video Events with Verbs Based on Event-Participant Interaction CoRR (2012)
Siddharth Narayanaswamy, Andrei Barbu, Jeffrey Mark Siskind
Seeing Unseeability to See the Unseeable CoRR (2012)
Siddharth Narayanaswamy, Andrei Barbu, Jeffrey Mark Siskind
A visual language model for estimating object pose and structure in a generative visual domain. ICRA (2011)
Andrei Barbu, Siddharth Narayanaswamy, Jeffrey Mark Siskind
Learning physically-instantiated game play through visual observation. ICRA (2010)