Learning Deep Representations of Fine-grained Visual Descriptions

17 May 2016

Bernt Schiele

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

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Title
Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization Cheng Xie Hongxin Xiang Ting Zeng Yun Yang Beibei Yu Qing Liu VLM 59 23 0 25 Jan 2021
Semantics Disentangling for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Ruihong Qiu Sen Wang Zi Huang Jingjing Li Zheng Zhang 151 101 0 20 Jan 2021
Probabilistic Embeddings for Cross-Modal Retrieval Sanghyuk Chun Seong Joon Oh Rafael Sampaio de Rezende Yannis Kalantidis Diane Larlus UQCV 524 210 0 13 Jan 2021
Comprehensible Convolutional Neural Networks via Guided Concept Learning Sandareka Wickramanayake Wynne Hsu Mong Li Lee SSL 52 25 0 11 Jan 2021
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning Zhi Chen Zi Huang Jingjing Li Zheng Zhang UQCV 41 12 0 09 Jan 2021
CIZSL++: Creativity Inspired Generative Zero-Shot Learning Mohamed Elhoseiny Kai Yi Mohamed Elfeki VLM DiffM 63 7 0 01 Jan 2021
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 141 0 0 16 Dec 2020
Connecting Context-specific Adaptation in Humans to Meta-learning Rachit Dubey Erin Grant Michael Luo Karthik Narasimhan Thomas Griffiths 114 4 0 27 Nov 2020
Multimodal Prototypical Networks for Few-shot Learning Frederik Pahde M. Puscas T. Klein Moin Nabi 77 90 0 17 Nov 2020
New Ideas and Trends in Deep Multimodal Content Understanding: A Review Wei Chen Weiping Wang Li Liu M. Lew VLM 174 33 0 16 Oct 2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization Tzuf Paz-Argaman Yuval Atzmon Gal Chechik Reut Tsarfaty VLM 64 32 0 07 Oct 2020
ALICE: Active Learning with Contrastive Natural Language Explanations Weixin Liang James Zou Zhou Yu VLM 110 51 0 22 Sep 2020
Dual-path CNN with Max Gated block for Text-Based Person Re-identification Tinghuai Ma Mingming Yang Huan Rong Yurong Qian Yurong Qian Y. Tian N. Al-Nabhan 72 19 0 20 Sep 2020
TreeGAN: Incorporating Class Hierarchy into Image Generation Ruisi Zhang Luntian Mou P. Xie GAN 62 1 0 16 Sep 2020
Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition Siteng Huang Min Zhang Yachen Kang Donglin Wang 58 43 0 10 Sep 2020
Intrinsic Relationship Reasoning for Small Object Detection K. Fu Jia Li Lin Ma Kaiyu Mu Yonghong Tian 69 22 0 02 Sep 2020
Bias-Awareness for Zero-Shot Learning the Seen and Unseen William Thong Cees G. M. Snoek 51 5 0 25 Aug 2020
A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning Xingyu Chen Xuguang Lan F. Sun Nanning Zheng OODD 84 77 0 09 Aug 2020
Toward Zero-Shot Unsupervised Image-to-Image Translation Yuanqi Chen Xiaoming Yu Shan Liu Ge Li 54 1 0 28 Jul 2020
Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini Zeynep Akata Elisa Ricci Barbara Caputo VLM 154 101 0 23 Jul 2020
ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual Descriptions Anurag Roy Vinay Kumar Verma Kripabandhu Ghosh Saptarshi Ghosh VLM 48 5 0 23 Jul 2020
On Learning Semantic Representations for Million-Scale Free-Hand Sketches Peng Xu Yongye Huang Tongtong Yuan Tao Xiang Timothy M. Hospedales Yi-Zhe Song Liang Wang SSL 88 4 0 07 Jul 2020
Relating by Contrasting: A Data-efficient Framework for Multimodal Generative Models Yuge Shi Brooks Paige Philip Torr N. Siddharth VLM 104 38 0 02 Jul 2020
PerceptionGAN: Real-world Image Construction from Provided Text through Perceptual Understanding Kanish Garg A. Singh Dorien Herremans Brejesh Lall GAN 16 4 0 02 Jul 2020
Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata GAN 61 24 0 20 Jun 2020
Zero-Shot Learning with Common Sense Knowledge Graphs Nihal V. Nayak Stephen H. Bach VLM 123 37 0 18 Jun 2020
Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition Zongyan Han Zhenyong Fu Jian Yang 93 86 0 16 Jun 2020
Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry and Fusion Yang Wang 123 202 0 15 Jun 2020
Unique Faces Recognition in Videos Jiahao Huo Terence L van Zyl CVBM 35 7 0 10 Jun 2020
Improving Generalized Zero-Shot Learning by Semantic Discriminator Xinpeng Li VLM 50 1 0 28 May 2020
S2IGAN: Speech-to-Image Generation via Adversarial Learning Xinsheng Wang Tingting Qiao Jihua Zhu Alan Hanjalic O. Scharenborg VLM GAN 73 17 0 14 May 2020
A Biologically Inspired Feature Enhancement Framework for Zero-Shot Learning Zhongwu Xie Weipeng Cao Xizhao Wang Zhong Ming Jingjing Zhang Jiyong Zhang VLM 27 4 0 13 May 2020
Conditional Image Generation and Manipulation for User-Specified Content David Stap Maurits J. R. Bleeker Sarah Ibrahimi Maartje ter Hoeve 45 30 0 11 May 2020
Generative Model-driven Structure Aligning Discriminative Embeddings for Transductive Zero-shot Learning Omkar Gune Mainak Pal Preeti Mukherjee Biplab Banerjee S. Chaudhuri VLM 34 4 0 09 May 2020
Generative Adversarial Data Programming Arghya Pal V. Balasubramanian VLM GAN 16 5 0 30 Apr 2020
Pragmatic Issue-Sensitive Image Captioning Allen Nie Reuben Cohn-Gordon Christopher Potts 53 24 0 29 Apr 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 115 55 0 29 Apr 2020
Direct Speech-to-image Translation Jiguo Li Xinfeng Zhang Chuanmin Jia Jizheng Xu Li Zhang Y. Wang Siwei Ma Wen Gao 79 29 0 07 Apr 2020
From Generalized zero-shot learning to long-tail with class descriptors Dvir Samuel Yuval Atzmon Gal Chechik VLM 68 1 0 05 Apr 2020
Group Based Deep Shared Feature Learning for Fine-grained Image Classification Xuelu Li V. Monga 52 11 0 04 Apr 2020
Handling new target classes in semantic segmentation with domain adaptation Max Bucher Tuan-Hung Vu Matthieu Cord P. Pérez VLM TTA CLL 58 3 0 02 Apr 2020
Multi-Objective Matrix Normalization for Fine-grained Visual Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 89 70 0 30 Mar 2020
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification Sanath Narayan Akshita Gupta Fahad Shahbaz Khan Cees G. M. Snoek Ling Shao VLM 49 224 0 17 Mar 2020
Grounded and Controllable Image Completion by Incorporating Lexical Semantics Shengyu Zhang Tan Jiang Qinghao Huang Ziqi Tan Zhou Zhao Siliang Tang Jin Yu Hongxia Yang Yi Yang Leilei Gan 27 1 0 29 Feb 2020
From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition Fuzhen Li Zhenfeng Zhu Xingxing Zhang Jian Cheng Yao Zhao 75 2 0 10 Feb 2020
Domain segmentation and adjustment for generalized zero-shot learning Xinsheng Wang Shanmin Pang Jihua Zhu 42 4 0 01 Feb 2020
Image Manipulation with Natural Language using Two-sidedAttentive Conditional Generative Adversarial Network D. Zhu Aditya Mogadala Dietrich Klakow GAN 43 8 0 16 Dec 2019
Deep Distributional Sequence Embeddings Based on a Wasserstein Loss A. Abdelwahab Niels Landwehr 55 19 0 04 Dec 2019
Deep Bayesian Active Learning for Multiple Correct Outputs Khaled Jedoui Ranjay Krishna Michael S. Bernstein Li Fei-Fei BDL OOD UQCV 93 14 0 02 Dec 2019
Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models Tong Che Xiaofeng Liu Site Li Yubin Ge Ruixiang Zhang Caiming Xiong Yoshua Bengio 112 52 0 18 Nov 2019