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
Classifier and Exemplar Synthesis for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha VLM 88 49 0 16 Dec 2018
Adversarial Learning of Semantic Relevance in Text to Image Synthesis Miriam Cha Youngjune Gwon H. T. Kung GAN 75 54 0 12 Dec 2018
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders Edgar Schönfeld Sayna Ebrahimi Samarth Sinha Trevor Darrell Zeynep Akata DRL 132 599 0 05 Dec 2018
Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments Howard Chen Alane Suhr Dipendra Kumar Misra Noah Snavely Yoav Artzi 129 391 0 29 Nov 2018
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee OCL 148 132 0 27 Nov 2018
Self Paced Adversarial Training for Multimodal Few-shot Learning Frederik Pahde O. Ostapenko P. Jähnichen T. Klein Moin Nabi 76 25 0 22 Nov 2018
Unsupervised Multimodal Representation Learning across Medical Images and Reports T. Hsu W. Weng Willie Boag Matthew B. A. McDermott Peter Szolovits SSL 77 35 0 21 Nov 2018
Beyond Attributes: Adversarial Erasing Embedding Network for Zero-shot Learning Xiaobo Jin Kaizhu Huang Jianyu Miao 38 0 0 19 Nov 2018
Y^2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences Simon Denman Mingyang Shang Sabesan Sivapalan Yu-Shen Liu Matthias Zwicker 3DV 75 54 0 07 Nov 2018
Hybrid Knowledge Routed Modules for Large-scale Object Detection Chenhan Jiang Hang Xu Xiangdan Liang Liang Lin VLM ObjD 86 88 0 30 Oct 2018
Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language Seonghyeon Nam Yunji Kim Seon Joo Kim GAN 124 207 0 29 Oct 2018
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features S. Palazzo C. Spampinato I. Kavasidis D. Giordano Joseph Schmidt M. Shah 195 117 0 25 Oct 2018
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning Zhiwu Lu Jiechao Guan Aoxue Li Tao Xiang An Zhao Ji-Rong Wen 73 64 0 19 Oct 2018
Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning Aoxue Li Zhiwu Lu Jiechao Guan Tao Xiang Liwei Wang Ji-Rong Wen VLM 65 20 0 19 Oct 2018
Domain-Invariant Projection Learning for Zero-Shot Recognition An Zhao Mingyu Ding Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen VLM 85 48 0 19 Oct 2018
CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas Amanpreet Singh Sharan Agrawal DiffM 47 5 0 05 Oct 2018
Semantically Invariant Text-to-Image Generation Shagan Sah D. Peri Ameya Shringi Chi Zhang Miguel Domínguez Andreas E. Savakis R. Ptucha EGVM 47 9 0 27 Sep 2018
Parametric Synthesis of Text on Stylized Backgrounds using PGGANs Mayank Gupta Abhinav Kumar S. Madhvanath GAN 10 1 0 22 Sep 2018
Pose-Guided Multi-Granularity Attention Network for Text-Based Person Search Ya Jing Chenyang Si Junbo Wang Wei Wang Liang Wang Tieniu Tan 3DH 143 138 0 22 Sep 2018
C4Synth: Cross-Caption Cycle-Consistent Text-to-Image Synthesis K. J. Joseph Arghya Pal Sailaja Rajanala V. Balasubramanian DiffM 87 26 0 20 Sep 2018
Text-to-image Synthesis via Symmetrical Distillation Networks Mingkuan Yuan Yuxin Peng DiffM 65 37 0 21 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 108 72 0 14 Aug 2018
Text-to-Image-to-Text Translation using Cycle Consistent Adversarial Networks S. Gorti J. Ma GAN 63 28 0 14 Aug 2018
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance Ramprasaath R. Selvaraju Prithvijit Chattopadhyay Mohamed Elhoseiny Tilak Sharma Dhruv Batra Devi Parikh Stefan Lee 90 37 0 08 Aug 2018
Question-Guided Hybrid Convolution for Visual Question Answering Peng Gao Pan Lu Hongsheng Li Shuang Li Yikang Li Guosheng Lin Xiaogang Wang 158 69 0 08 Aug 2018
Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association Dapeng Chen Hongsheng Li Xihui Liu Yantao Shen Zejian Yuan Xiaogang Wang 84 134 0 05 Aug 2018
Multi-modal Cycle-consistent Generalized Zero-Shot Learning Rafael Felix B. V. Kumar Ian Reid G. Carneiro GAN 112 353 0 01 Aug 2018
Grounding Visual Explanations Lisa Anne Hendricks Ronghang Hu Trevor Darrell Zeynep Akata FAtt 59 230 0 25 Jul 2018
Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 66 118 0 24 Jul 2018
Generate the corresponding Image from Text Description using Modified GAN-CLS Algorithm Fuzhou Gong Zigeng Xia GAN 16 2 0 29 Jun 2018
Learning Visually-Grounded Semantics from Contrastive Adversarial Samples Freda Shi Jiayuan Mao Tete Xiao Yuning Jiang Jian Sun ObjD 96 52 0 27 Jun 2018
Generating Counterfactual Explanations with Natural Language Lisa Anne Hendricks Ronghang Hu Trevor Darrell Zeynep Akata FAtt 54 99 0 26 Jun 2018
Global Semantic Consistency for Zero-Shot Learning Fan Wu Kai Tian Jihong Guan Shuigeng Zhou 37 3 0 22 Jun 2018
Fashion-Gen: The Generative Fashion Dataset and Challenge Negar Rostamzadeh Seyedarian Hosseini Thomas Boquet Wojciech Stokowiec Yanzhe Zhang Christian Jauvin C. Pal 48 129 0 21 Jun 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Huayu Chen Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 130 482 0 16 Jun 2018
Cross-modal Hallucination for Few-shot Fine-grained Recognition Frederik Pahde P. Jähnichen T. Klein Moin Nabi 92 21 0 13 Jun 2018
MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis Hyojin Park Y. Yoo Nojun Kwak GAN 110 59 0 03 May 2018
Text to Image Synthesis Using Generative Adversarial Networks Cristian Bodnar GAN 67 34 0 02 May 2018
Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval Lin Wu Yang Wang Ling Shao GAN 91 232 0 30 Apr 2018
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation Hyojin Bahng Seungjoo Yoo Wonwoong Cho D. Park Ziming Wu Xiaojuan Ma Jaegul Choo VLM 80 88 0 11 Apr 2018
Mix and match networks: encoder-decoder alignment for zero-pair image translation Yaxing Wang Joost van de Weijer Luis Herranz 72 34 0 06 Apr 2018
Hierarchical Novelty Detection for Visual Object Recognition Kibok Lee Kimin Lee Kyle Min Y. Zhang Jinwoo Shin Honglak Lee BDL 97 70 0 02 Apr 2018
Transductive Unbiased Embedding for Zero-Shot Learning Mingli Song Chengchao Shen Yezhou Yang Yang Liu Xiuming Zhang 82 197 0 30 Mar 2018
Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings Kevin Chen Chris Choy Manolis Savva Angel X. Chang Thomas Funkhouser Silvio Savarese 3DV 67 253 0 22 Mar 2018
Discriminative Learning of Latent Features for Zero-Shot Recognition Yan-Ran Li Junge Zhang Jian-guo Zhang Kaiqi Huang VLM 75 97 0 18 Mar 2018
An Introduction to Image Synthesis with Generative Adversarial Nets He Huang Philip S. Yu Changhu Wang GAN 89 186 0 12 Mar 2018
Face2Text: Collecting an Annotated Image Description Corpus for the Generation of Rich Face Descriptions Albert Gatt Marc Tanti A. Muscat Patrizia Paggio R. Farrugia Claudia Borg K. Camilleri M. Rosner Lonneke van der Plas CVBM 61 25 0 10 Mar 2018
Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks Youngjin Kim Minjung Kim Gunhee Kim GAN 117 40 0 05 Mar 2018
Semi-supervised FusedGAN for Conditional Image Generation Navaneeth Bodla G. Hua Rama Chellappa 88 57 0 17 Jan 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 145 337 0 16 Jan 2018