Learning Deep Representations of Fine-grained Visual Descriptions

17 May 2016

Bernt Schiele

Papers citing "Learning Deep Representations of Fine-grained Visual Descriptions"

50 / 351 papers shown

Title
Synthesizing Novel Pairs of Image and Text Jason Xie Tingwen Bao 16 0 0 18 Dec 2017
A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts Yizhe Zhu Mohamed Elhoseiny Bingchen Liu Xi Peng Ahmed Elgammal VLM GAN 102 386 0 04 Dec 2017
Feature Generating Networks for Zero-Shot Learning Yongqin Xian Tobias Lorenz Bernt Schiele Zeynep Akata GAN VLM 96 936 0 04 Dec 2017
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu Pengchuan Zhang Qiuyuan Huang Han Zhang Zhe Gan Xiaolei Huang Xiaodong He GAN ViT 199 1,725 0 28 Nov 2017
Grounding Visual Explanations (Extended Abstract) Lisa Anne Hendricks Ronghang Hu Trevor Darrell Zeynep Akata FAtt 59 3 0 17 Nov 2017
Language-Based Image Editing with Recurrent Attentive Models Jianbo Chen Yelong Shen Jianfeng Gao Jingjing Liu Xiaodong Liu 99 122 0 16 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 460 4,066 0 16 Nov 2017
Dual-Path Convolutional Image-Text Embeddings with Instance Loss Zhedong Zheng Liang Zheng Michael Garrett Yi Yang Mingliang Xu Yi-Dong Shen 200 485 0 15 Nov 2017
InterpNET: Neural Introspection for Interpretable Deep Learning Shane T. Barratt 65 20 0 26 Oct 2017
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 143 1,064 0 19 Oct 2017
Recent Advances in Zero-shot Recognition Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue Leonid Sigal S. Gong BDL VLM 79 178 0 13 Oct 2017
Embedding Deep Networks into Visual Explanations Zhongang Qi Saeed Khorram Fuxin Li 41 27 0 15 Sep 2017
Learning Functional Causal Models with Generative Neural Networks Hugo Jair Escalante Sergio Escalera Xavier Baro Isabelle M Guyon Umut Güçlü Marcel van Gerven CML BDL 107 108 0 15 Sep 2017
Adversarial nets with perceptual losses for text-to-image synthesis Miriam Cha Youngjune Gwon H. T. Kung GAN 60 36 0 30 Aug 2017
Reasoning about Fine-grained Attribute Phrases using Reference Games Jong-Chyi Su Chenyun Wu Huaizu Jiang Subhransu Maji 92 16 0 29 Aug 2017
Relaxed Spatio-Temporal Deep Feature Aggregation for Real-Fake Expression Prediction Savas Ozkan G. Akar 49 4 0 24 Aug 2017
Identity-Aware Textual-Visual Matching with Latent Co-attention Shuang Li Tong Xiao Hongsheng Li Wei Yang Xiaogang Wang 103 230 0 07 Aug 2017
e-QRAQ: A Multi-turn Reasoning Dataset and Simulator with Explanations Clemens Rosenbaum Tian Gao Tim Klinger RALM 50 1 0 05 Aug 2017
Semantic Image Synthesis via Adversarial Learning Hao Dong Simiao Yu Chao Wu Yike Guo GAN 77 266 0 21 Jul 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 86 1 0 20 Jul 2017
Learning Visually Grounded Sentence Representations Douwe Kiela Alexis Conneau Allan Jabri Maximilian Nickel SSL 88 69 0 19 Jul 2017
Few-Shot Learning Through an Information Retrieval Lens Eleni Triantafillou R. Zemel R. Urtasun 74 239 0 09 Jul 2017
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network Zizhao Zhang Yuanpu Xie Fuyong Xing M. McGough Ling Yang MedIm 71 303 0 08 Jul 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 187 1,575 0 03 Jul 2017
Fader Networks: Manipulating Images by Sliding Attributes Guillaume Lample Neil Zeghidour Nicolas Usunier Antoine Bordes Ludovic Denoyer MarcÁurelio Ranzato DRL GAN 121 546 0 01 Jun 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 99 46 0 11 May 2017
Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner Tseng-Hung Chen Yuan-Hong Liao Ching-Yao Chuang W. Hsu Jianlong Fu Min Sun 105 142 0 02 May 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 144 828 0 26 Apr 2017
Deep Cross-Modal Audio-Visual Generation Lele Chen Sudhanshu Srivastava Z. Duan Chenliang Xu 104 222 0 26 Apr 2017
Translating Neuralese Jacob Andreas Anca Dragan Dan Klein 155 58 0 23 Apr 2017
Discriminative Bimodal Networks for Visual Localization and Detection with Natural Language Queries Y. Zhang Luyao Yuan Yijie Guo Zhiyuan He I-An Huang Honglak Lee ObjD 92 57 0 12 Apr 2017
Semantically Consistent Regularization for Zero-Shot Recognition Pedro Morgado Nuno Vasconcelos 85 138 0 10 Apr 2017
Fine-graind Image Classification via Combining Vision and Language Xiangteng He Yuxin Peng VLM 81 165 0 10 Apr 2017
A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment Shuang Ma Jing Liu Chang Wen Chen 99 194 0 02 Apr 2017
Learning Robust Visual-Semantic Embeddings Yao-Hung Hubert Tsai Liang-Kang Huang Ruslan Salakhutdinov SSL AI4TS 78 166 0 17 Mar 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 309 8,195 0 15 Mar 2017
Zero-Shot Recognition using Dual Visual-Semantic Mapping Paths Yanan Li Donghui Wang Huanhang Hu Yuetan Lin Yueting Zhuang 83 141 0 15 Mar 2017
RGB-D Salient Object Detection Based on Discriminative Cross-modal Transfer Learning Hao Chen Yangfu Li Jane Polak Scowcroft 37 1 0 01 Mar 2017
Person Search with Natural Language Description Shuang Li Tong Xiao Hongsheng Li Bolei Zhou Dayu Yue Xiaogang Wang 107 397 0 19 Feb 2017
Comprehension-guided referring expressions Ruotian Luo Gregory Shakhnarovich ObjD 107 171 0 12 Jan 2017
Context-aware Captions from Context-agnostic Supervision Ramakrishna Vedantam Samy Bengio Kevin Patrick Murphy Devi Parikh Gal Chechik 96 152 0 11 Jan 2017
Attentive Explanations: Justifying Decisions and Pointing to the Evidence Dong Huk Park Lisa Anne Hendricks Zeynep Akata Bernt Schiele Trevor Darrell Marcus Rohrbach AAML 85 79 0 14 Dec 2016
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 155 2,730 0 10 Dec 2016
Gaze Embeddings for Zero-Shot Image Classification Nour Karessli Zeynep Akata Bernt Schiele Andreas Bulling 121 109 0 28 Nov 2016
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 176 705 0 15 Nov 2016
Learning What and Where to Draw Scott E. Reed Zeynep Akata S. Mohan Samuel Tenka Bernt Schiele Honglak Lee DRL GAN 89 620 0 08 Oct 2016
Zero-Shot Visual Recognition via Bidirectional Latent Embedding Qian Wang Ke Chen BDL 119 165 0 07 Jul 2016
Semi-supervised Zero-Shot Learning by a Clustering-based Approach Seyed Mohsen Shojaee M. Baghshah VLM 67 37 0 29 May 2016
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 111 177 0 26 May 2016
Generative Adversarial Text to Image Synthesis Scott E. Reed Zeynep Akata Xinchen Yan Lajanugen Logeswaran Bernt Schiele Honglak Lee GAN 211 3,152 0 17 May 2016