Title
ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Weicheng Kuo A. Angelova Jitendra Malik Nayeon Lee 3DPC ISeg 30 117 0 05 Apr 2019
Context and Attribute Grounded Dense Captioning Guojun Yin Lu Sheng Bin Liu Nenghai Yu Xiaogang Wang Jing Shao 16 75 0 02 Apr 2019
An End-to-End Network for Generating Social Relationship Graphs A. Goel K. Ma Cheston Tan GNN 21 39 0 23 Mar 2019
MMKG: Multi-Modal Knowledge Graphs Ye Liu Hui Li Alberto García-Durán Mathias Niepert Daniel Oñoro-Rubio David S. Rosenblum 18 193 0 13 Mar 2019
Visual Semantic Information Pursuit: A Survey Daqi Liu M. Bober J. Kittler 15 31 0 13 Mar 2019
Knowledge-Embedded Routing Network for Scene Graph Generation Tianshui Chen Weihao Yu Riquan Chen Liang Lin GNN 49 371 0 08 Mar 2019
Answer Them All! Toward Universal Visual Question Answering Models Robik Shrestha Kushal Kafle Christopher Kanan 17 82 0 01 Mar 2019
MUREL: Multimodal Relational Reasoning for Visual Question Answering Rémi Cadène H. Ben-younes Matthieu Cord Nicolas Thome LRM 19 271 0 25 Feb 2019
Dual Attention Networks for Visual Reference Resolution in Visual Dialog Gi-Cheon Kang Jaeseo Lim Byoung-Tak Zhang 22 72 0 25 Feb 2019
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog Zhe Gan Yu Cheng Ahmed El Kholy Linjie Li Jingjing Liu Jianfeng Gao 11 104 0 01 Feb 2019
Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues Shanu Kumar Shubham Atreja Anjali Singh Mohit Jain 16 12 0 29 Jan 2019
Adversarial Attacks on Deep Learning Models in Natural Language Processing: A Survey W. Zhang Quan Z. Sheng A. Alhazmi Chenliang Li AAML 24 57 0 21 Jan 2019
Visual Entailment: A Novel Task for Fine-Grained Image Understanding Ning Xie Farley Lai Derek Doran Asim Kadav CoGe 51 322 0 20 Jan 2019
Evaluating Text-to-Image Matching using Binary Image Selection (BISON) Hexiang Hu Ishan Misra L. V. D. van der Maaten 24 22 0 19 Jan 2019
Using Scene Graph Context to Improve Image Generation Subarna Tripathi Anahita Bhiwandiwalla A. Bastidas Hanlin Tang GNN 48 32 0 11 Jan 2019
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering Zhuoqian Yang Zengchang Qin Jing Yu Yue Hu GNN 25 16 0 23 Dec 2018
nocaps: novel object captioning at scale Harsh Agrawal Karan Desai Yufei Wang Xinlei Chen Rishabh Jain Mark Johnson Dhruv Batra Devi Parikh Stefan Lee Peter Anderson VLM 21 468 0 20 Dec 2018
Grounded Video Description Luowei Zhou Yannis Kalantidis Xinlei Chen Jason J. Corso Marcus Rohrbach 27 190 0 17 Dec 2018
Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering Peng Gao Zhengkai Jiang Haoxuan You Pan Lu Steven C. H. Hoi Xiaogang Wang Hongsheng Li AIMat 24 363 0 13 Dec 2018
Long-Term Feature Banks for Detailed Video Understanding Chao-Yuan Wu Christoph Feichtenhofer Haoqi Fan Kaiming He Philipp Krahenbuhl Ross B. Girshick 62 477 0 12 Dec 2018
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 21 692 0 06 Dec 2018
Counterfactual Critic Multi-Agent Training for Scene Graph Generation Long Chen Hanwang Zhang Jun Xiao Xiangnan He Shiliang Pu Shih-Fu Chang 22 159 0 06 Dec 2018
Image Generation from Layout Bo Zhao Lili Meng Weidong Yin Leonid Sigal 19 208 0 28 Nov 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 47 866 0 27 Nov 2018
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation Matteo Tomei Marcella Cornia Lorenzo Baraldi Rita Cucchiara DiffM 17 76 0 26 Nov 2018
Object-oriented Targets for Visual Navigation using Rich Semantic Representations Jean-Benoit Delbrouck Stéphane Dupont 31 3 0 22 Nov 2018
Scene Graph Generation via Conditional Random Fields Weilin Cong Luu Anh Tuan Wang-Chien Lee GNN 19 22 0 20 Nov 2018
Explicit Bias Discovery in Visual Question Answering Models Varun Manjunatha Nirat Saini L. Davis CML FAtt 19 92 0 19 Nov 2018
SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint Pavel Ostyakov Roman Suvorov Elizaveta Logacheva Oleg Khomenko Sergey I. Nikolenko GAN 11 23 0 19 Nov 2018
Exploiting Class Learnability in Noisy Data Matthew Klawonn Eric Heim James A. Hendler NoLa 20 7 0 15 Nov 2018
LinkNet: Relational Embedding for Scene Graph Sanghyun Woo Dahun Kim Donghyeon Cho In So Kweon GNN 15 147 0 15 Nov 2018
Hybrid Knowledge Routed Modules for Large-scale Object Detection Chenhan Jiang Hang Xu Xiangdan Liang Liang Lin VLM ObjD 39 86 0 30 Oct 2018
Visual Semantic Navigation using Scene Priors Wei Yang Xinyu Wang Ali Farhadi Abhinav Gupta Roozbeh Mottaghi LM&Ro 33 320 0 15 Oct 2018
The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attributes in Images Tushar Karayil Philipp Blandfort Jörn Hees Andreas Dengel 27 0 0 15 Oct 2018
A Comprehensive Survey of Deep Learning for Image Captioning Md Zakir Hossain Ferdous Sohel M. Shiratuddin Hamid Laga VLM 3DV 45 760 0 06 Oct 2018
DASNet: Reducing Pixel-level Annotations for Instance and Semantic Segmentation Chuang Niu Shenghan Ren Jimin Liang SSeg 14 0 0 17 Sep 2018
Context-Dependent Diffusion Network for Visual Relationship Detection Zhen Cui Chunyan Xu Wenming Zheng Jian Yang GNN 22 50 0 11 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 24 123 0 10 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 72 2,420 0 06 Sep 2018
Object Hallucination in Image Captioning Anna Rohrbach Lisa Anne Hendricks Kaylee Burns Trevor Darrell Kate Saenko 27 402 0 06 Sep 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 33 55 0 06 Sep 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 25 599 0 04 Sep 2018
Diverse and Coherent Paragraph Generation from Images Moitreya Chatterjee A. Schwing 19 66 0 03 Sep 2018
simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions Fenglin Liu Xuancheng Ren Yuanxin Liu Houfeng Wang Xu Sun 98 65 0 27 Aug 2018
Context-Aware Visual Policy Network for Sequence-Level Image Captioning Daqing Liu Zhengjun Zha Hanwang Zhang Yongdong Zhang Feng Wu CLIP 33 103 0 16 Aug 2018
Graph R-CNN for Scene Graph Generation Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh GNN 57 836 0 01 Aug 2018
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features Xu Yang Hanwang Zhang Jianfei Cai 47 74 0 01 Aug 2018
Visual Graphs from Motion (VGfM): Scene understanding with object geometry reasoning P. Gay Stuart James Alessio Del Bue OCL 50 31 0 16 Jul 2018
Object Relation Detection Based on One-shot Learning Li Zhou Jian-jun Zhao Jianshu Li Li-xin Yuan Jiashi Feng ObjD 19 23 0 16 Jul 2018
Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition Guojun Yin Lu Sheng Bin Liu Nenghai Yu Xiaogang Wang Jing Shao Chen Change Loy ObjD 32 156 0 13 Jul 2018