Barbu, Andrei

31 publications

ICLR 2025 Population Transformer: Learning Population-Level Representations of Neural Activity Geeling Chau, Christopher Wang, Sabera J Talukder, Vighnesh Subramaniam, Saraswati Soedarmadji, Yisong Yue, Boris Katz, Andrei Barbu

NeurIPS 2025 Training the Untrainable: Introducing Inductive Bias via Representational Alignment Vighnesh Subramaniam, David Mayo, Colin Conwell, Tomaso Poggio, Boris Katz, Brian Cheung, Andrei Barbu

ICMLW 2024 Baba Is AI: Break the Rules to Beat the Benchmark Nathan Cloos, Meagan Jens, Michelangelo Naim, Yen-Ling Kuo, Ignacio Cases, Andrei Barbu, Christopher J Cueva

NeurIPS 2024 Brain Treebank: Large-Scale Intracranial Recordings from Naturalistic Language Stimuli Christopher Wang, Adam Yaari, Aaditya K Singh, Vighnesh Subramaniam, Dana Rosenfarb, Jan DeWitt, Pranav Misra, Joseph R Madsen, Scellig Stone, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu

NeurIPS 2024 BrainBits: How Much of the Brain Are Generative Reconstruction Methods Using? David Mayo, Christopher Wang, Asa Harbin, Abdulrahman Alabdulkareem, Albert Shaw, Boris Katz, Andrei Barbu

ICMLW 2024 Population Transformer: Learning Population-Level Representations of Intracranial Activity Geeling Chau, Christopher Wang, Sabera J Talukder, Vighnesh Subramaniam, Saraswati Soedarmadji, Yisong Yue, Boris Katz, Andrei Barbu

NeurIPSW 2024 Population Transformer: Learning Population-Level Representations of Intracranial Activity Geeling Chau, Christopher Wang, Sabera J Talukder, Vighnesh Subramaniam, Saraswati Soedarmadji, Yisong Yue, Boris Katz, Andrei Barbu

ICML 2024 Revealing Vision-Language Integration in the Brain with Multimodal Networks Vighnesh Subramaniam, Colin Conwell, Christopher Wang, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu

NeurIPSW 2024 Workshop Submission: Towards Making Untrainable Networks Trainable Vighnesh Subramaniam, Tomaso A Poggio, Boris Katz, Brian Cheung, Andrei Barbu

ICLR 2023 BrainBERT: Self-Supervised Representation Learning for Intracranial Recordings Christopher Wang, Vighnesh Subramaniam, Adam Uri Yaari, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu

NeurIPS 2023 How Hard Are Computer Vision Datasets? Calibrating Dataset Difficulty to Viewing Time David Mayo, Jesse Cummings, Xinyu Lin, Dan Gutfreund, Boris Katz, Andrei Barbu

ICCVW 2023 Modeling Visual Impairments with Artificial Neural Networks: A Review Lucia Schiatti, Monica Gori, Martin Schrimpf, Giulia Cappagli, Federica Morelli, Sabrina Signorini, Boris Katz, Andrei Barbu

ICLRW 2023 Workshop Submission: Using Multimodal DNNs to Study Vision-Language Integration in the Brain Vighnesh Subramaniam, Colin Conwell, Christopher Wang, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu

AAAI 2023 Zero-Shot Linear Combinations of Grounded Social Interactions with Linear Social MDPs Ravi Tejwani, Yen-Ling Kuo, Tianmin Shu, Bennett Stankovits, Dan Gutfreund, Joshua B. Tenenbaum, Boris Katz, Andrei Barbu

ICMLW 2022 Growing ObjectNet: Adding Speech, VQA, Occlusion, and Measuring Dataset Difficulty David Mayo, David Lu, Chris Zhang, Jesse Cummings, Xinyu Lin, Boris Katz, James R. Glass, Andrei Barbu

NeurIPSW 2022 Image Recognition Time for Humans Predicts Adversarial Vulnerability for Models David Mayo, Jesse Cummings, Xinyu Lin, Boris Katz, Andrei Barbu

NeurIPSW 2022 Workshop Version: How Hard Are Computer Vision Datasets? Calibrating Dataset Difficulty to Viewing Time David Mayo, Jesse Cummings, Xinyu Lin, Dan Gutfreund, Boris Katz, Andrei Barbu

ICLR 2021 Multi-Resolution Modeling of a Discrete Stochastic Process Identifies Causes of Cancer Adam Uri Yaari, Maxwell Sherman, Oliver Clarke Priebe, Po-Ru Loh, Boris Katz, Andrei Barbu, Bonnie Berger

NeurIPS 2021 Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex Colin Conwell, David Mayo, Andrei Barbu, Michael Buice, George Alvarez, Boris Katz

NeurIPSW 2021 On the Use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation Binxu Wang, David Mayo, Arturo Deza, Andrei Barbu, Colin Conwell

AAAI 2021 PHASE: PHysically-Grounded Abstract Social Events for Machine Social Perception Aviv Netanyahu, Tianmin Shu, Boris Katz, Andrei Barbu, Joshua B. Tenenbaum

CoRL 2021 Social Interactions as Recursive MDPs Ravi Tejwani, Yen-Ling Kuo, Tianmin Shu, Boris Katz, Andrei Barbu

CoRL 2020 Learning a Natural-Language to LTL Executable Semantic Parser for Grounded Robotics Christopher Wang, Candace Ross, Yen-Ling Kuo, Boris Katz, Andrei Barbu

NeurIPSW 2020 PHASE: PHysically-Grounded Abstract Social Events for Machine Social Perception Aviv Netanyahu, Tianmin Shu, Boris Katz, Andrei Barbu, Joshua B. Tenenbaum

NeurIPS 2019 ObjectNet: A Large-Scale Bias-Controlled Dataset for Pushing the Limits of Object Recognition Models Andrei Barbu, David Mayo, Julian Alverio, William Luo, Christopher Wang, Dan Gutfreund, Josh Tenenbaum, Boris Katz

IJCAI 2017 Temporal Grounding Graphs for Language Understanding with Accrued Visual-Linguistic Context Rohan Paul, Andrei Barbu, Sue Felshin, Boris Katz, Nicholas Roy

JAIR 2015 A Compositional Framework for Grounding Language Inference, Generation, and Acquisition in Video Haonan Yu, N. Siddharth, Andrei Barbu, Jeffrey Mark Siskind

ECCV 2014 Seeing Is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions 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

CVPR 2014 Seeing What You're Told: Sentence-Guided Activity Recognition in Video Narayanaswamy Siddharth, Andrei Barbu, Jeffrey Mark Siskind

CVPR 2013 Recognize Human Activities from Partially Observed Videos Yu Cao, Daniel Barrett, Andrei Barbu, Siddharth Narayanaswamy, Haonan Yu, Aaron Michaux, Yuewei Lin, Sven Dickinson, Jeffrey Mark Siskind, Song Wang

UAI 2012 Video in Sentences Out 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