Publication M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Yu Cheng, Cong Hao, Zhangyang Wang 36th Annual Conference on Neural Information Processing System (NeurIPS 2022) | December 2022
Publication Fine-Grained Image Style Transfer with Visual Transformers Jianbo Wang, Huan Yang, Jianlong Fu, Toshihiko Yamasaki, Baining Guo ACCV 2022 | December 2022 Project
Publication On the Deployment of Post-Disaster Building Damage Assessment Tools using Satellite Imagery: A Deep Learning Approach Shahrzad Gholami, Caleb Robinson, Anthony Ortiz, Siyu Yang, Jacopo Margutti, Cameron Birge, Rahul Dodhia, Juan M. Lavista Ferres International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM 2022) | December 2022 Project Project
Publication Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding Jiahao Zhu, Daizong Liu, Pan Zhou, Yu Cheng, Song Yang, Wenzheng Xu, Yao Wan, Lichao Sun, Zeyu Xiong Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
Publication Could Giant Pre-trained Image Models Extract Universal Representations? Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao Advances in Neural Information Processing Systems (NeurIPS) | December 2022
Publication Vector Quantized Diffusion Model for Text-to-Image Synthesis Shuyang Gu arXiv: Computer Vision and Pattern Recognition | December 2022
Publication SCAMPS: Synthetics for Camera Measurement of Physiological Signals Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis Thirty-sixth Conference on Neural Information Processing Systems | November 2022
Publication Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang NeurIPS 2022 | November 2022 Project
Publication Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
Publication REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022 Project
Research
Research
