Towards Lightweight Transformer via Group-wise Transformation for
Vision-and-Language Tasks

Towards Lightweight Transformer via Group-wise Transformation for Vision-and-Language Tasks

16 April 2022

Liujuan Cao

Yongjian Wu

Papers citing "Towards Lightweight Transformer via Group-wise Transformation for Vision-and-Language Tasks"

7 / 7 papers shown

Title
Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization Jinlu Zhang Yiyi Zhou Qiancheng Zheng Xiaoxiong Du Gen Luo Jun Peng Xiaoshuai Sun Rongrong Ji 3DH 27 3 0 11 Mar 2024
Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network Jiayi Ji Yunpeng Luo Xiaoshuai Sun Fuhai Chen Gen Luo Yongjian Wu Yue Gao Rongrong Ji ViT 41 170 0 13 Dec 2020
Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation Gen Luo Yiyi Zhou Xiaoshuai Sun Liujuan Cao Chenglin Wu Cheng Deng Rongrong Ji ObjD 159 286 0 19 Mar 2020
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 250 927 0 24 Sep 2019
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT Sheng Shen Zhen Dong Jiayu Ye Linjian Ma Z. Yao A. Gholami Michael W. Mahoney Kurt Keutzer MQ 225 575 0 12 Sep 2019
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 149 1,465 0 06 Jun 2016