SimVLM: Simple Visual Language Model Pretraining with Weak Supervision

24 August 2021

Papers citing "SimVLM: Simple Visual Language Model Pretraining with Weak Supervision"

50 / 565 papers shown

Title
Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations Qian Yang Yunxin Li Baotian Hu Lin Ma Yuxin Ding Min Zhang 12 10 0 23 Jul 2022
GRIT: Faster and Better Image captioning Transformer Using Dual Visual Features Van-Quang Nguyen Masanori Suganuma Takayuki Okatani ViT 20 106 0 20 Jul 2022
Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding Quan Liu Youpeng Wen Jianhua Han Chunjing Xu Hang Xu Xiaodan Liang VLM 6 67 0 18 Jul 2022
Towards the Human Global Context: Does the Vision-Language Model Really Judge Like a Human Being? Sangmyeong Woh Jaemin Lee Hoki Kim Jinsuk Lee 11 0 0 18 Jul 2022
FashionViL: Fashion-Focused Vision-and-Language Representation Learning Xiaoping Han Licheng Yu Xiatian Zhu Li Zhang Yi-Zhe Song Tao Xiang AI4TS 8 35 0 17 Jul 2022
Inner Monologue: Embodied Reasoning through Planning with Language Models Wenlong Huang F. Xia Ted Xiao Harris Chan Jacky Liang ... Tomas Jackson Linda Luu Sergey Levine Karol Hausman Brian Ichter LLMAG LM&Ro LRM 19 844 0 12 Jul 2022
Vision-and-Language Pretraining Thong Nguyen Cong-Duy Nguyen Xiaobao Wu See-Kiong Ng A. Luu VLM CLIP 11 2 0 05 Jul 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents Shunyu Yao Howard Chen John Yang Karthik Narasimhan LLMAG LM&Ro 10 434 0 04 Jul 2022
ZoDIAC: Zoneout Dropout Injection Attention Calculation Zanyar Zohourianshahzadi Jugal Kalita 18 0 0 28 Jun 2022
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer Lalithkumar Seenivasan Mobarakol Islam Adithya K. Krishna Hongliang Ren MedIm 11 44 0 22 Jun 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 45 1,057 0 22 Jun 2022
What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text Inputs Tal Shaharabany Yoad Tewel Lior Wolf ObjD 22 15 0 19 Jun 2022
Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks Jiasen Lu Christopher Clark Rowan Zellers Roozbeh Mottaghi Aniruddha Kembhavi ObjD VLM MLLM 26 391 0 17 Jun 2022
Entity-Graph Enhanced Cross-Modal Pretraining for Instance-level Product Retrieval Xiao Dong Xunlin Zhan Yunchao Wei Xiaoyong Wei Yaowei Wang Minlong Lu Xiaochun Cao Xiaodan Liang 19 11 0 17 Jun 2022
BridgeTower: Building Bridges Between Encoders in Vision-Language Representation Learning Xiao Xu Chenfei Wu Shachar Rosenman Vasudev Lal Wanxiang Che Nan Duan 27 64 0 17 Jun 2022
MixGen: A New Multi-Modal Data Augmentation Xiaoshuai Hao Yi Zhu Srikar Appalaraju Aston Zhang Wanqian Zhang Boyang Li Mu Li VLM 15 80 0 16 Jun 2022
Write and Paint: Generative Vision-Language Models are Unified Modal Learners Shizhe Diao Wangchunshu Zhou Xinsong Zhang Jiawei Wang MLLM AI4CE 6 15 0 15 Jun 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone Zi-Yi Dou Aishwarya Kamath Zhe Gan Pengchuan Zhang Jianfeng Wang ... Ce Liu Yann LeCun Nanyun Peng Jianfeng Gao Lijuan Wang VLM ObjD 6 106 0 15 Jun 2022
LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling Linjie Li Zhe Gan Kevin Qinghong Lin Chung-Ching Lin Zicheng Liu Ce Liu Lijuan Wang MLLM VLM 18 68 0 14 Jun 2022
TransVG++: End-to-End Visual Grounding with Language Conditioned Vision Transformer Jiajun Deng Zhengyuan Yang Daqing Liu Tianlang Chen Wen-gang Zhou Yanyong Zhang Houqiang Li Wanli Ouyang ViT 20 50 0 14 Jun 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 26 518 0 13 Jun 2022
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs Jinguo Zhu Xizhou Zhu Wenhai Wang Xiaohua Wang Hongsheng Li Xiaogang Wang Jifeng Dai MoMe MoE 11 65 0 09 Jun 2022
Spatial Entropy as an Inductive Bias for Vision Transformers E. Peruzzo E. Sangineto Yahui Liu Marco De Nadai Wei Bi Bruno Lepri N. Sebe ViT MDE 15 1 0 09 Jun 2022
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning Yujia Xie Luowei Zhou Xiyang Dai Lu Yuan Nguyen Bach Ce Liu Michael Zeng VLM MLLM 21 28 0 03 Jun 2022
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering Yuanze Lin Yujia Xie Dongdong Chen Yichong Xu Chenguang Zhu Lu Yuan 35 71 0 02 Jun 2022
VL-BEiT: Generative Vision-Language Pretraining Hangbo Bao Wenhui Wang Li Dong Furu Wei VLM 6 44 0 02 Jun 2022
VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models Wangchunshu Zhou Yan Zeng Shizhe Diao Xinsong Zhang CoGe VLM 11 13 0 30 May 2022
An Efficient Modern Baseline for FloodNet VQA Aditya Kane Sahil Khose 11 4 0 30 May 2022
GIT: A Generative Image-to-text Transformer for Vision and Language Jianfeng Wang Zhengyuan Yang Xiaowei Hu Linjie Li Kevin Qinghong Lin Zhe Gan Zicheng Liu Ce Liu Lijuan Wang VLM 16 524 0 27 May 2022
Multimodal Knowledge Alignment with Reinforcement Learning Youngjae Yu Jiwan Chung Heeseung Yun Jack Hessel J. Park ... Prithviraj Ammanabrolu Rowan Zellers Ronan Le Bras Gunhee Kim Yejin Choi VLM 112 35 0 25 May 2022
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization Aishwarya Agrawal Ivana Kajić Emanuele Bugliarello Elnaz Davoodi Anita Gergely Phil Blunsom Aida Nematzadeh OOD 38 17 0 24 May 2022
HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval Feilong Chen Xiuyi Chen Jiaxin Shi Duzhen Zhang Jianlong Chang Qi Tian VLM CLIP 27 6 0 24 May 2022
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections Chenliang Li Haiyang Xu Junfeng Tian Wei Wang Ming Yan ... Ji Zhang Songfang Huang Feiran Huang Jingren Zhou Luo Si VLM MLLM 18 210 0 24 May 2022
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization Shruti Palaskar Akshita Bhagia Yonatan Bisk Florian Metze A. Black Ana Marasović 6 4 0 24 May 2022
Markedness in Visual Semantic AI Robert Wolfe Aylin Caliskan VLM 12 35 0 23 May 2022
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models Yuan Yao Qi-An Chen Ao Zhang Wei Ji Zhiyuan Liu Tat-Seng Chua Maosong Sun VLM MLLM 13 38 0 23 May 2022
Evidence for Hypodescent in Visual Semantic AI Robert Wolfe M. Banaji Aylin Caliskan VLM 17 35 0 22 May 2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners Zhenhailong Wang Manling Li Ruochen Xu Luowei Zhou Jie Lei ... Chenguang Zhu Derek Hoiem Shih-Fu Chang Mohit Bansal Heng Ji MLLM VLM 164 134 0 22 May 2022
Training Vision-Language Transformers from Captions Liangke Gui Yingshan Chang Qiuyuan Huang Subhojit Som Alexander G. Hauptmann Jianfeng Gao Yonatan Bisk VLM ViT 169 11 0 19 May 2022
A Generalist Agent Scott E. Reed Konrad Zolna Emilio Parisotto Sergio Gomez Colmenarejo Alexander Novikov ... Yutian Chen R. Hadsell Oriol Vinyals Mahyar Bordbar Nando de Freitas LM&Ro LLMAG AI4CE 20 782 0 12 May 2022
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Xiang Chen Ningyu Zhang Lei Li Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen 26 27 0 07 May 2022
CoCa: Contrastive Captioners are Image-Text Foundation Models Jiahui Yu Zirui Wang Vijay Vasudevan Legg Yeung Mojtaba Seyedhosseini Yonghui Wu VLM CLIP OffRL 16 1,249 0 04 May 2022
All You May Need for VQA are Image Captions Soravit Changpinyo Doron Kukliansky Idan Szpektor Xi Chen Nan Ding Radu Soricut 22 70 0 04 May 2022
Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering A. Piergiovanni Wei Li Weicheng Kuo M. Saffar Fred Bertsch A. Angelova 4 16 0 02 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 19 2,308 0 29 Apr 2022
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks Zhecan Wang Noel Codella Yen-Chun Chen Luowei Zhou Xiyang Dai ... Jianwei Yang Haoxuan You Kai-Wei Chang Shih-Fu Chang Lu Yuan VLM OffRL 10 22 0 22 Apr 2022
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval Mustafa Shukor Guillaume Couairon Asya Grechka Matthieu Cord ViT 14 17 0 20 Apr 2022
Image Captioning In the Transformer Age Yangliu Xu Li Li Haiyang Xu Songfang Huang Fei Huang Jianfei Cai ViT 6 5 0 15 Apr 2022
Vision-and-Language Pretrained Models: A Survey Siqu Long Feiqi Cao S. Han Haiqing Yang VLM 12 63 0 15 Apr 2022
Unified Contrastive Learning in Image-Text-Label Space Jianwei Yang Chunyuan Li Pengchuan Zhang Bin Xiao Ce Liu Lu Yuan Jianfeng Gao VLM SSL 26 218 0 07 Apr 2022