Title
Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation Tao He Lianli Gao Jingkuan Song Jianfei Cai Yuan-Fang Li 24 30 0 13 Jun 2020
VirTex: Learning Visual Representations from Textual Annotations Karan Desai Justin Johnson SSL VLM 30 433 0 11 Jun 2020
Large-Scale Adversarial Training for Vision-and-Language Representation Learning Zhe Gan Yen-Chun Chen Linjie Li Chen Zhu Yu Cheng Jingjing Liu ObjD VLM 35 488 0 11 Jun 2020
Counterfactual VQA: A Cause-Effect Look at Language Bias Yulei Niu Kaihua Tang Hanwang Zhang Zhiwu Lu Xiansheng Hua Ji-Rong Wen CML 56 394 0 08 Jun 2020
Give Me Something to Eat: Referring Expression Comprehension with Commonsense Knowledge Peng Wang Dongyang Liu Hui Li Qi Wu ObjD 24 19 0 02 Jun 2020
Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation Boris Knyazev H. D. Vries Cătălina Cangea Graham W. Taylor Aaron Courville Eugene Belilovsky 30 56 0 17 May 2020
Visual Relationship Detection using Scene Graphs: A Survey Aniket Agarwal Ayush Mangal Vipul GNN 25 20 0 16 May 2020
Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models Jize Cao Zhe Gan Yu Cheng Licheng Yu Yen-Chun Chen Jingjing Liu VLM 22 127 0 15 May 2020
Cross-Modality Relevance for Reasoning on Language and Vision Chen Zheng Quan Guo Parisa Kordjamshidi LRM 43 36 0 12 May 2020
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes Douwe Kiela Hamed Firooz Aravind Mohan Vedanuj Goswami Amanpreet Singh Pratik Ringshia Davide Testuggine 42 580 0 10 May 2020
Character Matters: Video Story Understanding with Character-Aware Relations Shijie Geng Ji Zhang Zuohui Fu Peng Gao Hang Zhang Gerard de Melo 18 11 0 09 May 2020
History for Visual Dialog: Do we really need it? Shubham Agarwal Trung Bui Joon-Young Lee Ioannis Konstas Verena Rieser VLM 19 69 0 08 May 2020
Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions Arjun Reddy Akula Spandana Gella Yaser Al-Onaizan Song-Chun Zhu Siva Reddy ObjD 26 52 0 04 May 2020
Probing Contextual Language Models for Common Ground with Visual Representations Gabriel Ilharco Rowan Zellers Ali Farhadi Hannaneh Hajishirzi 30 14 0 01 May 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT Yue Wang Chenyu You Michael R. Lyu Irwin King Caiming Xiong Guosheng Lin 24 102 0 28 Apr 2020
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset Menglin Jia Mengyun Shi Mikhail Sirotenko Huayu Chen Claire Cardie B. Hariharan Hartwig Adam Serge J. Belongie 27 93 0 26 Apr 2020
MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond Duy-Kien Nguyen Vedanuj Goswami Xinlei Chen 39 23 0 24 Apr 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 21 351 0 21 Apr 2020
Are we pretraining it right? Digging deeper into visio-linguistic pretraining Amanpreet Singh Vedanuj Goswami Devi Parikh VLM 40 48 0 19 Apr 2020
Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation M. Moghaddam Qi Wu Ehsan Abbasnejad Javen Qinfeng Shi 20 4 0 07 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 50 436 0 02 Apr 2020
Graph Structured Network for Image-Text Matching Chunxiao Liu Zhendong Mao Tianzhu Zhang Hongtao Xie Bin Wang Yongdong Zhang 22 232 0 01 Apr 2020
Spatio-Temporal Graph for Video Captioning with Knowledge Distillation Boxiao Pan Haoye Cai De-An Huang Kuan-Hui Lee Adrien Gaidon Ehsan Adeli Juan Carlos Niebles 31 235 0 31 Mar 2020
Grounded Situation Recognition Sarah M Pratt Mark Yatskar Luca Weihs Ali Farhadi Aniruddha Kembhavi 14 111 0 26 Mar 2020
Learning Object Permanence from Video Aviv Shamsian Ofri Kleinfeld Amir Globerson Gal Chechik SSL 39 31 0 23 Mar 2020
Visual Question Answering for Cultural Heritage P. Bongini Federico Becattini Andrew D. Bagdanov A. Bimbo 232 22 0 22 Mar 2020
Affinity Graph Supervision for Visual Recognition Chu Wang Babak Samari Vladimir G. Kim S. Chaudhuri Kaleem Siddiqi GNN 24 8 0 19 Mar 2020
Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks Karan Sikka Andrew Silberfarb John Byrnes Indranil Sur Edmond Chow Ajay Divakaran R. Rohwer NAI 19 11 0 16 Mar 2020
A Study on Multimodal and Interactive Explanations for Visual Question Answering Kamran Alipour J. Schulze Yi Yao Avi Ziskind Giedrius Burachas 32 27 0 01 Mar 2020
Cops-Ref: A new Dataset and Task on Compositional Referring Expression Comprehension Zhenfang Chen Peng Wang Lin Ma Kwan-Yee K. Wong Qi Wu ObjD 31 67 0 01 Mar 2020
Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs Shizhe Chen Qin Jin Peng Wang Qi Wu DiffM 36 215 0 01 Mar 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 22 680 0 27 Feb 2020
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering Xinyu Wang Yuliang Liu Chunhua Shen Chun Chet Ng Canjie Luo Lianwen Jin C. Chan Anton Van Den Hengel Liangwei Wang 31 91 0 24 Feb 2020
Captioning Images Taken by People Who Are Blind Danna Gurari Yinan Zhao Meng Zhang Nilavra Bhattacharya 22 181 0 20 Feb 2020
Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN Hang Xu Linpu Fang Xiaodan Liang Wenxiong Kang Zhenguo Li ObjD 32 21 0 18 Feb 2020
Gaussian Smoothen Semantic Features (GSSF) -- Exploring the Linguistic Aspects of Visual Captioning in Indian Languages (Bengali) Using MSCOCO Framework C. Sur 27 7 0 16 Feb 2020
MRRC: Multiple Role Representation Crossover Interpretation for Image Captioning With R-CNN Feature Distribution Composition (FDC) C. Sur 25 16 0 15 Feb 2020
Object Detection as a Positive-Unlabeled Problem Yuewei Yang Kevin J Liang Lawrence Carin 21 38 0 11 Feb 2020
Controlling generative models with continuous factors of variations Antoine Plumerault Hervé Le Borgne C´eline Hudelot DRL 30 127 0 28 Jan 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 40 259 0 22 Jan 2020
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models M. Farazi Salman H. Khan Nick Barnes 23 17 0 20 Jan 2020
Show, Recall, and Tell: Image Captioning with Recall Mechanism Li Wang Zechen Bai Yonghua Zhang Hongtao Lu 27 67 0 15 Jan 2020
Cross-dataset Training for Class Increasing Object Detection Yongqiang Yao Yan Wang Yu-Xiao Guo Jiaojiao Lin Hongwei Qin Junjie Yan ObjD 24 17 0 14 Jan 2020
In Defense of Grid Features for Visual Question Answering Huaizu Jiang Ishan Misra Marcus Rohrbach Erik Learned-Miller Xinlei Chen OOD ObjD 23 318 0 10 Jan 2020
Identifying and Compensating for Feature Deviation in Imbalanced Deep Learning Han-Jia Ye Hong-You Chen De-Chuan Zhan Wei-Lun Chao 32 99 0 06 Jan 2020
LayoutLM: Pre-training of Text and Layout for Document Image Understanding Yiheng Xu Minghao Li Lei Cui Shaohan Huang Furu Wei Ming Zhou 16 685 0 31 Dec 2019
Personalizing Fast-Forward Videos Based on Visual and Textual Features from Social Network W. Ramos M. Silva Edson Roteia Araujo Junior Alan C. Neves Erickson R. Nascimento 22 6 0 29 Dec 2019
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning Filippos Gouidis Alexandros Vassiliades T. Patkos Antonis Argyros Nick Bassiliades Dimitris Plexousakis OCL 29 12 0 26 Dec 2019
Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning Huaizheng Zhang Yong Luo Qiming Ai Yonggang Wen 25 15 0 21 Dec 2019
Meshed-Memory Transformer for Image Captioning Marcella Cornia Matteo Stefanini Lorenzo Baraldi Rita Cucchiara 14 868 0 17 Dec 2019