Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance. - Xi Chen 071; Nan Ding 002; Tomer Levinboim; Radu Soricut (Eval4NLP, 2020)

Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning. - Nan Ding 002; Xi Chen 071; Tomer Levinboim; Sebastian Goodman; Radu Soricut (NeurIPS, 2021)

PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks. - Nan Ding 002; Xi Chen 071; Tomer Levinboim; Soravit Changpinyo; Radu Soricut (ECCV (34), 2022)

MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text. - Wenhu Chen; Hexiang Hu; Xi Chen 071; Pat Verga; William W. Cohen (EMNLP, 2022)

Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset. - Ashish V. Thapliyal; Jordi Pont-Tuset; Xi Chen 071; Radu Soricut (EMNLP, 2022)

All You May Need for VQA are Image Captions. - Soravit Changpinyo; Doron Kukliansky; Idan Szpektor; Xi Chen 071; Nan Ding 002; Radu Soricut (NAACL-HLT, 2022)

PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks. - Nan Ding 002; Xi Chen 071; Tomer Levinboim; Beer Changpinyo; Radu Soricut (CoRR, 2022)

Towards Multi-Lingual Visual Question Answering. - Soravit Changpinyo; Linting Xue; Idan Szpektor; Ashish V. Thapliyal; Julien Amelot; Xi Chen 071; Radu Soricut (CoRR, 2022)

PaLI: A Jointly-Scaled Multilingual Language-Image Model. - Xi Chen 071; Xiao Wang 038; Soravit Changpinyo; A. J. Piergiovanni; Piotr Padlewski; Daniel Salz; Sebastian Goodman; Adam Grycner; Basil Mustafa; Lucas Beyer; Alexander Kolesnikov 003; Joan Puigcerver; et al. (CoRR, 2022)

RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control. - Brianna Zitkovich; Tianhe Yu; Sichun Xu; Peng Xu 010; Ted Xiao; Fei Xia 002; Jialin Wu; Paul Wohlhart; Stefan Welker; Ayzaan Wahid; Quan Vuong; Vincent Vanhoucke; et al. (CoRL, 2023)

Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization. - Zifan Wang 001; Nan Ding 002; Tomer Levinboim; Xi Chen 071; Radu Soricut (CVPR, 2023)

MaXM: Towards Multilingual Visual Question Answering. - Soravit Changpinyo; Linting Xue; Michal Yarom; Ashish V. Thapliyal; Idan Szpektor; Julien Amelot; Xi Chen 071; Radu Soricut (EMNLP (Findings), 2023)

PreSTU: Pre-Training for Scene-Text Understanding. - Jihyung Kil; Soravit Changpinyo; Xi Chen 071; Hexiang Hu; Sebastian Goodman; Wei-Lun Chao; Radu Soricut (ICCV, 2023)

PaLI: A Jointly-Scaled Multilingual Language-Image Model. - Xi Chen 071; Xiao Wang 038; Soravit Changpinyo; A. J. Piergiovanni; Piotr Padlewski; Daniel Salz; Sebastian Goodman; Adam Grycner; Basil Mustafa; Lucas Beyer; Alexander Kolesnikov 003; Joan Puigcerver; et al. (ICLR, 2023)

PaLI-X: On Scaling up a Multilingual Vision and Language Model. - Xi Chen 071; Josip Djolonga; Piotr Padlewski; Basil Mustafa; Soravit Changpinyo; Jialin Wu; Carlos Riquelme Ruiz; Sebastian Goodman; Xiao Wang 038; Yi Tay; Siamak Shakeri; Mostafa Dehghani 001; et al. (CoRR, 2023)

PaLI-3 Vision Language Models: Smaller, Faster, Stronger. - Xi Chen 071; Xiao Wang 038; Lucas Beyer; Alexander Kolesnikov 003; Jialin Wu; Paul Voigtlaender; Basil Mustafa; Sebastian Goodman; Ibrahim Alabdulmohsin; Piotr Padlewski; Daniel Salz; Xi Xiong; et al. (CoRR, 2023)

GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning. - Mehran Kazemi; Hamidreza Alvari; Ankit Anand; Jialin Wu; Xi Chen 071; Radu Soricut (CoRR, 2023)

On Scaling Up a Multilingual Vision and Language Model. - Xi Chen 071; Josip Djolonga; Piotr Padlewski; Basil Mustafa; Soravit Changpinyo; Jialin Wu; Carlos Riquelme Ruiz; Sebastian Goodman; Xiao Wang 038; Yi Tay; Siamak Shakeri; Mostafa Dehghani 001; et al. (CVPR, 2024)

Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment. - Brian Gordon; Yonatan Bitton; Yonatan Shafir; Roopal Garg; Xi Chen 071; Dani Lischinski; Daniel Cohen-Or; Idan Szpektor (ECCV (57), 2024)

PaliGemma: A versatile 3B VLM for transfer. - Lucas Beyer; Andreas Steiner 001; André Susano Pinto; Alexander Kolesnikov 003; Xiao Wang 038; Daniel Salz; Maxim Neumann; Ibrahim Alabdulmohsin; Michael Tschannen; Emanuele Bugliarello; Thomas Unterthiner; Daniel Keysers; et al. (CoRR, 2024)

Gemma 3 Technical Report. - Aishwarya Kamath; Johan Ferret; Shreya Pathak; Nino Vieillard; Ramona Merhej; Sarah Perrin; Tatiana Matejovicova; Alexandre Ramé; Morgane Rivière; Louis Rouillard; Thomas Mesnard; Geoffrey Cideron; et al. (CoRR, 2025)

Gemini Robotics: Bringing AI into the Physical World. - Gemini Robotics Team; Saminda Abeyruwan; Joshua Ainslie; Jean-Baptiste Alayrac; Montserrat Gonzalez Arenas; Travis Armstrong; Ashwin Balakrishna; Robert Baruch; Maria Bauzá 001; Michiel Blokzijl; Steven Bohez; Konstantinos Bousmalis; et al. (CoRR, 2025)