A. J. Piergiovanni

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 68

Top Topics

Image Similarity

Activity Recognition

Intermediate Representation

Top Venues

Publications

Vardaan Pahuja, A. J. Piergiovanni, Anelia Angelova
Diversifying Joint Vision-Language Tokenization Learning. CoRR (2023)
A. J. Piergiovanni, Weicheng Kuo, Anelia Angelova
Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning. CVPR (2023)
A. J. Piergiovanni, Isaac Noble, Dahun Kim, Michael S. Ryoo, Victor Gomes, Anelia Angelova
Mirasol3B: A Multimodal Autoregressive model for time-aligned and contextual modalities. CoRR (2023)
Xi Chen, Xiao Wang, Soravit Changpinyo, A. J. Piergiovanni, Piotr Padlewski, Daniel Salz, Sebastian Goodman, Adam Grycner, Basil Mustafa, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Nan Ding, Keran Rong, Hassan Akbari, Gaurav Mishra, Linting Xue, Ashish V. Thapliyal, James Bradbury, Weicheng Kuo
PaLI: A Jointly-Scaled Multilingual Language-Image Model. ICLR (2023)
Maxwell Mbabilla Aladago, A. J. Piergiovanni
Compound Tokens: Channel Fusion for Vision-Language Representation Learning. Tiny Papers @ ICLR (2023)
A. J. Piergiovanni, Anelia Angelova
Joint Adaptive Representations for Image-Language Learning. CoRR (2023)
Xi Chen, Josip Djolonga, Piotr Padlewski, Basil Mustafa, Soravit Changpinyo, Jialin Wu, Carlos Riquelme Ruiz, Sebastian Goodman, Xiao Wang, Yi Tay, Siamak Shakeri, Mostafa Dehghani, Daniel Salz, Mario Lucic, Michael Tschannen, Arsha Nagrani, Hexiang Hu, Mandar Joshi, Bo Pang, Ceslee Montgomery, Paulina Pietrzyk, Marvin Ritter, A. J. Piergiovanni, Matthias Minderer, Filip Pavetic, Austin Waters, Gang Li, Ibrahim Alabdulmohsin, Lucas Beyer, Julien Amelot, Kenton Lee, Andreas Peter Steiner, Yang Li, Daniel Keysers, Anurag Arnab, Yuanzhong Xu, Keran Rong, Alexander Kolesnikov, Mojtaba Seyedhosseini, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut
PaLI-X: On Scaling up a Multilingual Vision and Language Model. CoRR (2023)
Weicheng Kuo, Yin Cui, Xiuye Gu, A. J. Piergiovanni, Anelia Angelova
Open-Vocabulary Object Detection upon Frozen Vision and Language Models. ICLR (2023)
Maxwell Mbabilla Aladago, A. J. Piergiovanni
Compound Tokens: Channel Fusion for Vision-Language Representation Learning. CoRR (2022)
A. J. Piergiovanni, Wei Li, Weicheng Kuo, Mohammad Saffar, Fred Bertsch, Anelia Angelova
Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering. CoRR (2022)
Weicheng Kuo, Fred Bertsch, Wei Li, A. J. Piergiovanni, Mohammad Saffar, Anelia Angelova
FindIt: Generalized Localization with Natural Language Queries. CoRR (2022)
A. J. Piergiovanni, Weicheng Kuo, Anelia Angelova
Pre-training image-language transformers for open-vocabulary tasks. CoRR (2022)
Weicheng Kuo, Yin Cui, Xiuye Gu, A. J. Piergiovanni, Anelia Angelova
F-VLM: Open-Vocabulary Object Detection upon Frozen Vision and Language Models. CoRR (2022)
A. J. Piergiovanni, Kairo Morton, Weicheng Kuo, Michael S. Ryoo, Anelia Angelova
Video Question Answering with Iterative Video-Text Co-tokenization. ECCV (36) (2022)
Weicheng Kuo, Fred Bertsch, Wei Li, A. J. Piergiovanni, Mohammad Saffar, Anelia Angelova
FindIt: Generalized Localization with Natural Language Queries. ECCV (36) (2022)
Xi Chen, Xiao Wang, Soravit Changpinyo, A. J. Piergiovanni, Piotr Padlewski, Daniel Salz, Sebastian Goodman, Adam Grycner, Basil Mustafa, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Nan Ding, Keran Rong, Hassan Akbari, Gaurav Mishra, Linting Xue, Ashish Thapliyal, James Bradbury, Weicheng Kuo, Mojtaba Seyedhosseini, Chao Jia, Burcu Karagol Ayan, Carlos Riquelme, Andreas Steiner, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut
PaLI: A Jointly-Scaled Multilingual Language-Image Model. CoRR (2022)
A. J. Piergiovanni, Kairo Morton, Weicheng Kuo, Michael S. Ryoo, Anelia Angelova
Video Question Answering with Iterative Video-Text Co-Tokenization. CoRR (2022)
Juhana Kangaspunta, A. J. Piergiovanni, Rico Jonschkowski, Michael S. Ryoo, Anelia Angelova
Adaptive Intermediate Representations for Video Understanding. CoRR (2021)
A. J. Piergiovanni, Michael S. Ryoo
Recognizing Actions in Videos From Unseen Viewpoints. CVPR (2021)
Michael S. Ryoo, A. J. Piergiovanni, Anurag Arnab, Mostafa Dehghani, Anelia Angelova
TokenLearner: What Can 8 Learned Tokens Do for Images and Videos? CoRR (2021)
A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo, Irfan Essa
Unsupervised Discovery of Actions in Instructional Videos. BMVC (2021)
A. J. Piergiovanni, Vincent Casser, Michael S. Ryoo, Anelia Angelova
4D-Net for Learned Multi-Modal Alignment. CoRR (2021)
Michael S. Ryoo, A. J. Piergiovanni, Anurag Arnab, Mostafa Dehghani, Anelia Angelova
TokenLearner: Adaptive Space-Time Tokenization for Videos. NeurIPS (2021)
A. J. Piergiovanni, Vincent Casser, Michael S. Ryoo, Anelia Angelova
4D-Net for Learned Multi-Modal Alignment. ICCV (2021)
A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo, Irfan A. Essa
Unsupervised Action Segmentation for Instructional Videos. CoRR (2021)
A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo, Irfan A. Essa
Unsupervised Discovery of Actions in Instructional Videos. CoRR (2021)
Juhana Kangaspunta, A. J. Piergiovanni, Rico Jonschkowski, Michael S. Ryoo, Anelia Angelova
Adaptive Intermediate Representations for Video Understanding. CVPR Workshops (2021)
A. J. Piergiovanni, Michael S. Ryoo
Recognizing Actions in Videos from Unseen Viewpoints. CoRR (2021)
A. J. Piergiovanni, Anelia Angelova, Alexander Toshev, Michael S. Ryoo
Adversarial Generative Grammars for Human Activity Prediction. CoRR (2020)
A. J. Piergiovanni, Michael S. Ryoo
AViD Dataset: Anonymized Videos from Diverse Countries. CoRR (2020)
Michael S. Ryoo, A. J. Piergiovanni, Mingxing Tan, Anelia Angelova
AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures. ICLR (2020)
Michael S. Ryoo, A. J. Piergiovanni, Juhana Kangaspunta, Anelia Angelova
AssembleNet++: Assembling Modality Representations via Attention Connections. ECCV (20) (2020)
Alan Wu, A. J. Piergiovanni, M. S. Ryoo
Correction to: Model-Based Robot Imitation with Future Image Similarity. Int. J. Comput. Vis. 128 (5) (2020)
A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo
Evolving Losses for Unsupervised Video Representation Learning. CoRR (2020)
Michael S. Ryoo, A. J. Piergiovanni, Juhana Kangaspunta, Anelia Angelova
AssembleNet++: Assembling Modality Representations via Attention Connections. CoRR (2020)
A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo
Evolving Losses for Unsupervised Video Representation Learning. CVPR (2020)
Alan Wu, A. J. Piergiovanni, M. S. Ryoo
Model-Based Robot Imitation with Future Image Similarity. Int. J. Comput. Vis. 128 (5) (2020)
Xiaofang Wang, Xuehan Xiong, Maxim Neumann, A. J. Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification. CoRR (2020)
A. J. Piergiovanni, Michael S. Ryoo
Learning Multimodal Representations for Unseen Activities. WACV (2020)
Xiaofang Wang, Xuehan Xiong, Maxim Neumann, A. J. Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification. ECCV (8) (2020)
A. J. Piergiovanni, Anelia Angelova, Alexander Toshev, Michael S. Ryoo
Adversarial Generative Grammars for Human Activity Prediction. ECCV (2) (2020)
A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo
Differentiable Grammars for Videos. AAAI (2020)
A. J. Piergiovanni, Michael S. Ryoo
AViD Dataset: Anonymized Videos from Diverse Countries. NeurIPS (2020)
A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo
Evolving Losses for Unlabeled Video Representation Learning. CoRR (2019)
Alan Wu, A. J. Piergiovanni, Michael S. Ryoo
Model-based Behavioral Cloning with Future Image Similarity Learning. CoRL (2019)
A. J. Piergiovanni, Michael S. Ryoo
Early Detection of Injuries in MLB Pitchers From Video. CVPR Workshops (2019)
A. J. Piergiovanni, Michael S. Ryoo
Early Detection of Injuries in MLB Pitchers from Video. CoRR (2019)
A. J. Piergiovanni, Michael S. Ryoo
Representation Flow for Action Recognition. CVPR (2019)
A. J. Piergiovanni, Alan Wu, Michael S. Ryoo
Learning Real-World Robot Policies by Dreaming. IROS (2019)
A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo
Tiny Video Networks. CoRR (2019)
Michael S. Ryoo, A. J. Piergiovanni, Mingxing Tan, Anelia Angelova
AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures. CoRR (2019)
A. J. Piergiovanni, Anelia Angelova, Alexander Toshev, Michael S. Ryoo
Evolving Space-Time Neural Architectures for Videos. ICCV (2019)
A. J. Piergiovanni, Michael S. Ryoo
Temporal Gaussian Mixture Layer for Videos. ICML (2019)
Alan Wu, A. J. Piergiovanni, Michael S. Ryoo
Model-based Behavioral Cloning with Future Image Similarity Learning. CoRR (2019)
A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo
Learning Differentiable Grammars for Continuous Data. CoRR (2019)
A. J. Piergiovanni, Michael S. Ryoo
Learning Shared Multimodal Embeddings with Unpaired Data. CoRR (2018)
A. J. Piergiovanni, Michael S. Ryoo
Fine-grained Activity Recognition in Baseball Videos. CoRR (2018)
A. J. Piergiovanni, Alan Wu, Michael S. Ryoo
Learning Real-World Robot Policies by Dreaming. CoRR (2018)
Alan Wu, A. J. Piergiovanni, Michael S. Ryoo
Action-Conditioned Convolutional Future Regression Models for Robot Imitation Learning. CVPR Workshops (2018)
A. J. Piergiovanni, Michael S. Ryoo
Fine-Grained Activity Recognition in Baseball Videos. CVPR Workshops (2018)
A. J. Piergiovanni, Michael S. Ryoo
Representation Flow for Action Recognition. CoRR (2018)
A. J. Piergiovanni, Michael S. Ryoo
Learning Latent Super-Events to Detect Multiple Activities in Videos. CVPR (2018)
A. J. Piergiovanni, Anelia Angelova, Alexander Toshev, Michael S. Ryoo
Evolving Space-Time Neural Architectures for Videos. CoRR (2018)
A. J. Piergiovanni, Michael S. Ryoo
Activity Detection with Latent Sub-event Hierarchy Learning. CoRR (2018)
A. J. Piergiovanni, Michael S. Ryoo
Learning Latent Super-Events to Detect Multiple Activities in Videos. CoRR (2017)
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo
Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters. AAAI (2017)
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo
Temporal attention filters for human activity recognition in videos. CoRR (2016)
A. J. Piergiovanni, Alan Jern
Computational principles underlying people's behavior explanations. CogSci (2015)