ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

6 August 2019

Devi Parikh

Papers citing "ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks"

50 / 2,094 papers shown

Title
LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach Cristian Rodriguez-Opazo Edison Marrese-Taylor Basura Fernando Hiroya Takamura Qi Wu ViT 21 3 0 19 Dec 2021
Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation Bichen Wu Rui Cheng Peizhao Zhang Tianren Gao Peter Vajda Joseph E. Gonzalez VLM 27 45 0 17 Dec 2021
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 100 657 0 16 Dec 2021
RegionCLIP: Region-based Language-Image Pretraining Yiwu Zhong Jianwei Yang Pengchuan Zhang Chunyuan Li Noel Codella ... Luowei Zhou Xiyang Dai Lu Yuan Yin Li Jianfeng Gao VLM CLIP 40 557 0 16 Dec 2021
Bottom Up Top Down Detection Transformers for Language Grounding in Images and Point Clouds Ayush Jain N. Gkanatsios Ishita Mediratta Katerina Fragkiadaki ObjD 31 100 0 16 Dec 2021
Distilled Dual-Encoder Model for Vision-Language Understanding Zekun Wang Wenhui Wang Haichao Zhu Ming Liu Bing Qin Furu Wei VLM FedML 29 30 0 16 Dec 2021
KAT: A Knowledge Augmented Transformer for Vision-and-Language Liangke Gui Borui Wang Qiuyuan Huang Alexander G. Hauptmann Yonatan Bisk Jianfeng Gao 25 153 0 16 Dec 2021
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning Zhecan Wang Haoxuan You Liunian Harold Li Alireza Zareian Suji Park Yiqing Liang Kai-Wei Chang Shih-Fu Chang ReLM LRM 18 30 0 16 Dec 2021
3D Question Answering Shuquan Ye Dongdong Chen Songfang Han Jing Liao ViT 31 47 0 15 Dec 2021
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information Bowen Yang Cong Han Yu Li Lei Zuo Zhou Yu 17 41 0 15 Dec 2021
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena Letitia Parcalabescu Michele Cafagna Lilitta Muradjan Anette Frank Iacer Calixto Albert Gatt CoGe 34 110 0 14 Dec 2021
CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising Jianjie Luo Yehao Li Yingwei Pan Ting Yao Hongyang Chao Tao Mei VLM 18 42 0 14 Dec 2021
ACE-BERT: Adversarial Cross-modal Enhanced BERT for E-commerce Retrieval Boxuan Zhang Chao Wei Yang Jin Weiru Zhang 28 2 0 14 Dec 2021
Co-training Transformer with Videos and Images Improves Action Recognition Bowen Zhang Jiahui Yu Christopher Fifty Wei Han Andrew M. Dai Ruoming Pang Fei Sha ViT 28 54 0 14 Dec 2021
Towards a Unified Foundation Model: Jointly Pre-Training Transformers on Unpaired Images and Text Qing Li Boqing Gong Huayu Chen Dan Kondratyuk Xianzhi Du Ming-Hsuan Yang Matthew A. Brown ViT 19 17 0 14 Dec 2021
Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection Diego Garcia-Olano Yasumasa Onoe Joydeep Ghosh 21 18 0 13 Dec 2021
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks Yi-Lin Sung Jaemin Cho Joey Tianyi Zhou VLM VPVLM 37 345 0 13 Dec 2021
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition Xinyu Wang Min Gui Yong-jia Jiang Zixia Jia Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 44 52 0 13 Dec 2021
Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry Karl Lowenmark C. Taal S. Schnabel Marcus Liwicki Fredrik Sandin 27 7 0 11 Dec 2021
VUT: Versatile UI Transformer for Multi-Modal Multi-Task User Interface Modeling Yang Li Gang Li Xin Zhou Mostafa Dehghani A. Gritsenko MLLM 45 35 0 10 Dec 2021
Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation Tianyi Liu Zuxuan Wu Wenhan Xiong Jingjing Chen Yu-Gang Jiang VLM MLLM 32 10 0 10 Dec 2021
Multimodal Interactions Using Pretrained Unimodal Models for SIMMC 2.0 Joosung Lee Kijong Han 45 6 0 10 Dec 2021
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions Rameen Abdal Peihao Zhu John C. Femiani Niloy J. Mitra Peter Wonka CLIP 39 105 0 09 Dec 2021
HairCLIP: Design Your Hair by Text and Reference Image Tianyi Wei Dongdong Chen Wenbo Zhou Jing Liao Zhentao Tan Lu Yuan Weiming Zhang Nenghai Yu CLIP 38 108 0 09 Dec 2021
Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection Jiaqi Tang Zhaoyang Liu Chao Qian Wayne Wu Limin Wang 17 17 0 09 Dec 2021
FLAVA: A Foundational Language And Vision Alignment Model Amanpreet Singh Ronghang Hu Vedanuj Goswami Guillaume Couairon Wojciech Galuba Marcus Rohrbach Douwe Kiela CLIP VLM 40 691 0 08 Dec 2021
MLP Architectures for Vision-and-Language Modeling: An Empirical Study Yi-Liang Nie Linjie Li Zhe Gan Shuohang Wang Chenguang Zhu Michael Zeng Zicheng Liu Joey Tianyi Zhou Lijuan Wang 27 6 0 08 Dec 2021
Learning music audio representations via weak language supervision Ilaria Manco Emmanouil Benetos Elio Quinton Gyorgy Fazekas 22 33 0 08 Dec 2021
Contrastive Instruction-Trajectory Learning for Vision-Language Navigation Xiwen Liang Fengda Zhu Yi Zhu Bingqian Lin Bing Wang Xiaodan Liang 27 23 0 08 Dec 2021
Grounded Language-Image Pre-training Liunian Harold Li Pengchuan Zhang Haotian Zhang Jianwei Yang Chunyuan Li ... Lu Yuan Lei Zhang Lei Li Kai-Wei Chang Jianfeng Gao ObjD VLM 36 1,025 0 07 Dec 2021
Cross-domain User Preference Learning for Cold-start Recommendation Huiling Zhou Jie Liu Zhikang Li Jin Yu Hongxia Yang 32 0 0 07 Dec 2021
CMA-CLIP: Cross-Modality Attention CLIP for Image-Text Classification Huidong Liu Shaoyuan Xu Jinmiao Fu Yang Liu Ning Xie Chien Wang Bryan Wang Yi Sun CLIP VLM 32 27 0 07 Dec 2021
CALVIN: A Benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks Oier Mees Lukás Hermann Erick Rosete-Beas Wolfram Burgard LM&Ro 36 243 0 06 Dec 2021
General Facial Representation Learning in a Visual-Linguistic Manner Yinglin Zheng Hao Yang Ting Zhang Jianmin Bao Dongdong Chen Yangyu Huang Lu Yuan Dong Chen Ming Zeng Fang Wen CVBM 146 164 0 06 Dec 2021
Joint Learning of Localized Representations from Medical Images and Reports Philipp Muller Georgios Kaissis Cong Zou Daniel Munich 140 81 0 06 Dec 2021
VT-CLIP: Enhancing Vision-Language Models with Visual-guided Texts Longtian Qiu Renrui Zhang Ziyu Guo Wei Zhang Zilu Guo Ziyao Zeng Guangnan Zhang VLM CLIP 30 45 0 04 Dec 2021
LAVT: Language-Aware Vision Transformer for Referring Image Segmentation Zhao Yang Jiaqi Wang Yansong Tang Kai-xiang Chen Hengshuang Zhao Philip Torr 148 310 0 04 Dec 2021
Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks Xizhou Zhu Jinguo Zhu Hao Li Xiaoshi Wu Xiaogang Wang Hongsheng Li Xiaohua Wang Jifeng Dai 56 129 0 02 Dec 2021
DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting Yongming Rao Wenliang Zhao Guangyi Chen Yansong Tang Zheng Zhu Guan Huang Jie Zhou Jiwen Lu VLM CLIP 94 556 0 02 Dec 2021
Video-Text Pre-training with Learned Regions Rui Yan Mike Zheng Shou Yixiao Ge Alex Jinpeng Wang Xudong Lin Guanyu Cai Jinhui Tang 35 23 0 02 Dec 2021
Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text Christopher Clark Jordi Salvador Dustin Schwenk Derrick Bonafilia Mark Yatskar ... Aaron Sarnat Hannaneh Hajishirzi Aniruddha Kembhavi Oren Etzioni Ali Farhadi MLLM 30 3 0 01 Dec 2021
Object-aware Video-language Pre-training for Retrieval Alex Jinpeng Wang Yixiao Ge Guanyu Cai Rui Yan Xudong Lin Ying Shan Xiaohu Qie Mike Zheng Shou ViT VLM 27 79 0 01 Dec 2021
SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Editing Jing Shi Ning Xu Haitian Zheng Alex Smith Jiebo Luo Chenliang Xu KELM DiffM 44 4 0 30 Nov 2021
AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant Stan Weixian Lei Difei Gao Yuxuan Wang Dongxing Mao Zihan Liang L. Ran Mike Zheng Shou 29 8 0 30 Nov 2021
Classification-Regression for Chart Comprehension Matan Levy Rami Ben-Ari Dani Lischinski 31 15 0 29 Nov 2021
Explore the Potential Performance of Vision-and-Language Navigation Model: a Snapshot Ensemble Method Wenda Qin Teruhisa Misu Derry Wijaya UQCV LM&Ro 27 5 0 28 Nov 2021
LAFITE: Towards Language-Free Training for Text-to-Image Generation Yufan Zhou Ruiyi Zhang Changyou Chen Chunyuan Li Chris Tensmeyer Tong Yu Jiuxiang Gu Jinhui Xu Tong Sun VLM 35 164 0 27 Nov 2021
VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition Changyao Tian Wenhai Wang Xizhou Zhu Jifeng Dai Yu Qiao VLM 32 70 0 26 Nov 2021
ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics Aiham Taleb Matthias Kirchler Remo Monti C. Lippert SSL MedIm 36 54 0 26 Nov 2021
Neural Collaborative Graph Machines for Table Structure Recognition Hao Liu Xin Li Bin Liu Deqiang Jiang Yinsong Liu Bo Ren LMTD 29 32 0 26 Nov 2021