Soricut, Radu

19 publications

ICLR 2024 CausalLM Is Not Optimal for In-Context Learning Nan Ding, Tomer Levinboim, Jialin Wu, Sebastian Goodman, Radu Soricut

ICMLW 2024 GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning Mehran Kazemi, Hamidreza Alvari, Ankit Anand, Jialin Wu, Xi Chen, Radu Soricut

CVPR 2024 Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-Rank Experts Jialin Wu, Xia Hu, Yaqing Wang, Bo Pang, Radu Soricut

CVPR 2024 On Scaling up a Multilingual Vision and Language Model 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, Aj 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

CVPR 2023 Connecting Vision and Language with Video Localized Narratives Paul Voigtlaender, Soravit Changpinyo, Jordi Pont-Tuset, Radu Soricut, Vittorio Ferrari

CVPR 2023 Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting Su Wang, Chitwan Saharia, Ceslee Montgomery, Jordi Pont-Tuset, Shai Noy, Stefano Pellegrini, Yasumasa Onoe, Sarah Laszlo, David J. Fleet, Radu Soricut, Jason Baldridge, Mohammad Norouzi, Peter Anderson, William Chan

CVPR 2023 Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization Zifan Wang, Nan Ding, Tomer Levinboim, Xi Chen, Radu Soricut

ICLR 2023 PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen, Xiao Wang, Soravit Changpinyo, Aj 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, Mojtaba Seyedhosseini, Chao Jia, Burcu Karagol Ayan, Carlos Riquelme Ruiz, Andreas Peter Steiner, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut

ICCV 2023 PreSTU: Pre-Training for Scene-Text Understanding Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut

CoRL 2023 RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control Brianna Zitkovich, Tianhe Yu, Sichun Xu, Peng Xu, Ted Xiao, Fei Xia, Jialin Wu, Paul Wohlhart, Stefan Welker, Ayzaan Wahid, Quan Vuong, Vincent Vanhoucke, Huong Tran, Radu Soricut, Anikait Singh, Jaspiar Singh, Pierre Sermanet, Pannag R. Sanketi, Grecia Salazar, Michael S. Ryoo, Krista Reymann, Kanishka Rao, Karl Pertsch, Igor Mordatch, Henryk Michalewski, Yao Lu, Sergey Levine, Lisa Lee, Tsang-Wei Edward Lee, Isabel Leal, Yuheng Kuang, Dmitry Kalashnikov, Ryan Julian, Nikhil J. Joshi, Alex Irpan, Brian Ichter, Jasmine Hsu, Alexander Herzog, Karol Hausman, Keerthana Gopalakrishnan, Chuyuan Fu, Pete Florence, Chelsea Finn, Kumar Avinava Dubey, Danny Driess, Tianli Ding, Krzysztof Marcin Choromanski, Xi Chen, Yevgen Chebotar, Justice Carbajal, Noah Brown, Anthony Brohan, Montserrat Gonzalez Arenas, Kehang Han

ECCV 2022 PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks Nan Ding, Xi Chen, Tomer Levinboim, Soravit Changpinyo, Radu Soricut

NeurIPS 2021 Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning Nan Ding, Xi Chen, Tomer Levinboim, Sebastian Goodman, Radu Soricut

CVPR 2021 Conceptual 12m: Pushing Web-Scale Image-Text Pre-Training to Recognize Long-Tail Visual Concepts Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut

ICCV 2021 Telling the What While Pointing to the Where: Multimodal Queries for Image Retrieval Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut

ICLR 2020 ALBERT: A Lite BERT for Self-Supervised Learning of Language Representations Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, Radu Soricut

ECCV 2020 Connecting Vision and Language with Localized Narratives Jordi Pont-Tuset, Jasper Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari

AAAI 2020 Reinforcing an Image Caption Generator Using Off-Line Human Feedback Paul Hongsuck Seo, Piyush Sharma, Tomer Levinboim, Bohyung Han, Radu Soricut

NeurIPS 2017 Cold-Start Reinforcement Learning with SoftMax Policy Gradient Nan Ding, Radu Soricut

AAAI 2005 Natural Language Generation for Text-to-Text Applications Using an Information-Slim Representation Radu Soricut