Masked Vision-Language Transformer in Fashion

27 October 2022

Luc Van Gool

Papers citing "Masked Vision-Language Transformer in Fashion"

45 / 45 papers shown

Title
Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions Weizhen He Yihe Deng Shixiang Tang Qihao Chen Qingsong Xie ... Feng Zhu Rui Zhao Wanli Ouyang Donglian Qi Yunfeng Yan 106 20 0 13 Jun 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 427 7,705 0 11 Nov 2021
Paradigm Shift in Natural Language Processing Tianxiang Sun Xiangyang Liu Xipeng Qiu Xuanjing Huang 152 82 0 26 Sep 2021
MLIM: Vision-and-Language Model Pre-training with Masked Language and Image Modeling Tarik Arici M. S. Seyfioglu T. Neiman Yi Tian Xu Son N. Tran Trishul Chilimbi Belinda Zeng Ismail B. Tutar VLM 35 15 0 24 Sep 2021
Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training Ming Yan Haiyang Xu Chenliang Li Bin Bi Junfeng Tian Min Gui Wei Wang VLM 53 10 0 21 Aug 2021
Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications Sandhini Agarwal Gretchen Krueger Jack Clark Alec Radford Jong Wook Kim Miles Brundage 49 142 0 05 Aug 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 215 2,807 0 15 Jun 2021
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning Haiyang Xu Ming Yan Chenliang Li Bin Bi Songfang Huang Wenming Xiao Fei Huang VLM 55 119 0 03 Jun 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Huayu Chen Boqing Gong ViT 297 587 0 22 Apr 2021
Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning Zhicheng Huang Zhaoyang Zeng Yupan Huang Bei Liu Dongmei Fu Jianlong Fu VLM ViT 129 272 0 07 Apr 2021
Kaleido-BERT: Vision-Language Pre-training on Fashion Domain Mingchen Zhuge D. Gao Deng-Ping Fan Linbo Jin Ben Chen Hao Zhou Minghui Qiu Ling Shao VLM 56 121 0 30 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 396 21,281 0 25 Mar 2021
M6: A Chinese Multimodal Pretrainer Junyang Lin Rui Men An Yang Chan Zhou Ming Ding ... Yong Li Wei Lin Jingren Zhou J. Tang Hongxia Yang VLM MoE 70 133 0 01 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 806 29,167 0 26 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 481 3,699 0 24 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 382 4,919 0 24 Feb 2021
Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling Jie Lei Linjie Li Luowei Zhou Zhe Gan Tamara L. Berg Joey Tianyi Zhou Jingjing Liu CLIP 114 661 0 11 Feb 2021
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision Wonjae Kim Bokyung Son Ildoo Kim VLM CLIP 112 1,735 0 05 Feb 2021
VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs Xudong Lin Gedas Bertasius Jue Wang Shih-Fu Chang Devi Parikh Lorenzo Torresani VGen 83 67 0 28 Jan 2021
Salient Object Detection via Integrity Learning Mingchen Zhuge Deng-Ping Fan Nian Liu Dingwen Zhang Dong Xu Ling Shao AAML 73 304 0 19 Jan 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 524 40,739 0 22 Oct 2020
Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards Xuewen Yang Heming Zhang Di Jin Yingru Liu Chi-Hao Wu Jianchao Tan Dongliang Xie Jue Wang Xin Wang 42 68 0 06 Aug 2020
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval D. Gao Linbo Jin Ben Chen Minghui Qiu Peng Li Yi Wei Yitao Hu Haozhe Jasper Wang OOD 66 133 0 20 May 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks Xiujun Li Xi Yin Chunyuan Li Pengchuan Zhang Xiaowei Hu ... Houdong Hu Li Dong Furu Wei Yejin Choi Jianfeng Gao VLM 88 1,934 0 13 Apr 2020
From Paris to Berlin: Discovering Fashion Style Influences Around the World Ziad Al-Halah Kristen Grauman AI4TS 44 26 0 03 Apr 2020
Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers Zhicheng Huang Zhaoyang Zeng Bei Liu Dongmei Fu Jianlong Fu ViT 124 438 0 02 Apr 2020
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data Di Qi Lin Su Jianwei Song Edward Cui Taroon Bharti Arun Sacheti VLM 76 261 0 22 Jan 2020
VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su Xizhou Zhu Yue Cao Bin Li Lewei Lu Furu Wei Jifeng Dai VLM MLLM SSL 142 1,661 0 22 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 227 2,474 0 20 Aug 2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou SSL VLM MLLM 198 900 0 16 Aug 2019
Fusion of Detected Objects in Text for Visual Question Answering Chris Alberti Jeffrey Ling Michael Collins David Reitter 54 173 0 14 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 215 3,667 0 06 Aug 2019
Position Focused Attention Network for Image-Text Matching Yaxiong Wang Hao-Hsiang Yang Xueming Qian Lin Ma Jing Lu Biao Li Xin Fan 31 171 0 23 Jul 2019
Fashion++: Minimal Edits for Outfit Improvement Wei-Lin Hsiao Isay Katsman Chao-Yuan Wu Devi Parikh Kristen Grauman 51 67 0 19 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.4K 94,511 0 11 Oct 2018
Fashion-Gen: The Generative Fashion Dataset and Challenge Negar Rostamzadeh Seyedarian Hosseini Thomas Boquet Wojciech Stokowiec Yanzhe Zhang Christian Jauvin C. Pal 29 129 0 21 Jun 2018
Learning Type-Aware Embeddings for Fashion Compatibility Mariya I. Vasileva Bryan A. Plummer Krishna Dusad Shreya Rajpal Ranjitha Kumar David A. Forsyth 59 225 0 25 Mar 2018
Stacked Cross Attention for Image-Text Matching Kuang-Huei Lee Xi Chen G. Hua Houdong Hu Xiaodong He 74 1,151 0 21 Mar 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 622 130,942 0 12 Jun 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.8K 193,426 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 459 62,122 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.5K 76,917 0 18 May 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 308 10,050 0 10 Feb 2015
Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models Ryan Kiros Ruslan Salakhutdinov R. Zemel VLM 101 1,397 0 10 Nov 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 365 43,524 0 01 May 2014