Title
Deep Interactive Region Segmentation and Captioning Ali Sharifi Boroujerdi M. Khanian M. Breuß 24 7 0 26 Jul 2017
OBJ2TEXT: Generating Visually Descriptive Language from Object Layouts Xuwang Yin Vicente Ordonez VLM 40 55 0 22 Jul 2017
Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Translation Jean-Benoit Delbrouck Stéphane Dupont Omar Seddati 25 8 0 04 Jul 2017
Pixels to Graphs by Associative Embedding Alejandro Newell Jia Deng GNN VOS 36 232 0 22 Jun 2017
Care about you: towards large-scale human-centric visual relationship detection Bohan Zhuang Qi Wu Chunhua Shen Ian Reid Anton Van Den Hengel 14 21 0 28 May 2017
MUTAN: Multimodal Tucker Fusion for Visual Question Answering H. Ben-younes Rémi Cadène Matthieu Cord Nicolas Thome 67 578 0 18 May 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan L. V. D. van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 23 541 0 10 May 2017
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases Xiaosong Wang Yifan Peng Le Lu Zhiyong Lu M. Bagheri Ronald M. Summers LM&MA 57 2,474 0 05 May 2017
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures Fanyi Xiao Leonid Sigal Yong Jae Lee 35 139 0 03 May 2017
STAIR Captions: Constructing a Large-Scale Japanese Image Caption Dataset Yuya Yoshikawa Yutaro Shigeto A. Takeuchi 3DV 30 118 0 02 May 2017
Dense-Captioning Events in Videos Ranjay Krishna Kenji Hata F. Ren Li Fei-Fei Juan Carlos Niebles 65 1,218 0 02 May 2017
An Analysis of Action Recognition Datasets for Language and Vision Tasks Spandana Gella Frank Keller ObjD 24 11 0 24 Apr 2017
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets Wei-Lun Chao Hexiang Hu Fei Sha 22 37 0 24 Apr 2017
Deep Reinforcement Learning-based Image Captioning with Embedding Reward Zhou Ren Xiaoyu Wang Ning Zhang Xutao Lv Li-Jia Li 34 324 0 12 Apr 2017
Learning Two-Branch Neural Networks for Image-Text Matching Tasks Liwei Wang Yin Li Jing-ling Huang Svetlana Lazebnik VLM 27 494 0 11 Apr 2017
Detecting Visual Relationships with Deep Relational Networks Bo Dai Yuqi Zhang Dahua Lin GNN 59 500 0 11 Apr 2017
An Analysis of Visual Question Answering Algorithms Kushal Kafle Christopher Kanan 30 231 0 28 Mar 2017
Recurrent Topic-Transition GAN for Visual Paragraph Generation Xiaodan Liang Zhiting Hu Huatian Zhang Chuang Gan Eric Xing GAN 27 200 0 21 Mar 2017
Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection Xiaodan Liang Lisa Lee Eric Xing 29 250 0 08 Mar 2017
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 154 560 0 27 Feb 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 48 223 0 24 Feb 2017
Person Search with Natural Language Description Shuang Li Tong Xiao Hongsheng Li Bolei Zhou Dayu Yue Xiaogang Wang 24 386 0 19 Feb 2017
A Joint Speaker-Listener-Reinforcer Model for Referring Expressions Licheng Yu Hao Tan Joey Tianyi Zhou Tamara L. Berg ObjD 46 273 0 30 Dec 2016
Learning Visual N-Grams from Web Data Ang Li Allan Jabri Armand Joulin L. V. D. van der Maaten VLM 20 136 0 29 Dec 2016
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan L. V. D. van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 23 2,322 0 20 Dec 2016
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions Peng Wang Qi Wu Chunhua Shen Anton Van Den Hengel OOD 39 86 0 16 Dec 2016
The More You Know: Using Knowledge Graphs for Image Classification Kenneth Marino Ruslan Salakhutdinov Abhinav Gupta GNN OCL 41 345 0 14 Dec 2016
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 44 165 0 05 Dec 2016
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 134 3,130 0 02 Dec 2016
Modeling Relationships in Referential Expressions with Compositional Modular Networks Ronghang Hu Marcus Rohrbach Jacob Andreas Trevor Darrell Kate Saenko 42 402 0 30 Nov 2016
Sampled Image Tagging and Retrieval Methods on User Generated Content Karl S. Ni Kyle Zaragoza Charles Foster C. Carrano Barry Y. Chen Yonas Tesfaye A. Gude 22 6 0 21 Nov 2016
Dense Captioning with Joint Inference and Visual Context L. Yang K. Tang Jianchao Yang Li-Jia Li VLM 30 169 0 21 Nov 2016
A Hierarchical Approach for Generating Descriptive Image Paragraphs J. Krause Justin Johnson Ranjay Krishna Li Fei-Fei VLM 36 373 0 20 Nov 2016
On Support Relations and Semantic Scene Graphs M. Yang Wentong Liao H. Ackermann Bodo Rosenhahn GNN 19 60 0 19 Sep 2016
A Glimpse Far into the Future: Understanding Long-term Crowd Worker Quality Kenji Hata Ranjay Krishna Fei-Fei Li Michael S. Bernstein 53 42 0 15 Sep 2016
Learning to generalize to new compositions in image understanding Y. Atzmon Jonathan Berant Vahid Kezami Amir Globerson Gal Chechik 26 67 0 27 Aug 2016
Solving Visual Madlibs with Multiple Cues Tatiana Tommasi Arun Mallya Bryan A. Plummer Svetlana Lazebnik Alexander C. Berg Tamara L. Berg 37 18 0 11 Aug 2016
Visual Relationship Detection with Language Priors Cewu Lu Ranjay Krishna Michael S. Bernstein Li Fei-Fei VLM 16 1,134 0 31 Jul 2016
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 36 1,885 0 29 Jul 2016
Much Ado About Time: Exhaustive Annotation of Temporal Data Gunnar A. Sigurdsson Olga Russakovsky Ali Farhadi Ivan Laptev Abhinav Gupta 28 28 0 25 Jul 2016
FVQA: Fact-based Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton van den Hengel A. Dick CoGe 39 454 0 17 Jun 2016
Progressive Attention Networks for Visual Attribute Prediction Paul Hongsuck Seo Zhe-nan Lin Scott D. Cohen Xiaohui Shen Bohyung Han 21 41 0 08 Jun 2016
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 56 1,824 0 31 May 2016
Data Programming: Creating Large Training Sets, Quickly Alexander Ratner Christopher De Sa Sen Wu Daniel Selsam Christopher Ré 16 709 0 25 May 2016
Visual Storytelling Ting-Hao 'Kenneth' Huang Huang Francis Ferraro N. Mostafazadeh Ishan Misra ... C. L. Zitnick Devi Parikh Lucy Vanderwende Michel Galley Margaret Mitchell VGen 22 464 0 13 Apr 2016
Measuring and Predicting Tag Importance for Image Retrieval Shangwen Li S. Purushotham Chen Chen Yuzhuo Ren C.-C. Jay Kuo 31 32 0 28 Feb 2016
DenseCap: Fully Convolutional Localization Networks for Dense Captioning Justin Johnson A. Karpathy Li Fei-Fei VLM 74 1,159 0 24 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 44 873 0 11 Nov 2015
Explicit Knowledge-based Reasoning for Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton Van Den Hengel A. Dick 39 257 0 09 Nov 2015
Generation and Comprehension of Unambiguous Object Descriptions Junhua Mao Jonathan Huang Alexander Toshev Oana-Maria Camburu Alan Yuille Kevin Patrick Murphy ObjD 54 1,315 0 07 Nov 2015