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
Learning Semantic Ambiguities for Zero-Shot Learning Celina Hanouti Hervé Le Borgne VLM 102 6 0 05 Jan 2022
Semantically Grounded Visual Embeddings for Zero-Shot Learning Shah Nawaz Jacopo Cavazza Alessio Del Bue ObjD FedML VLM 105 3 0 03 Jan 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 134 49 0 18 Dec 2021
TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning Shiming Chen Zi-Quan Hong Wenjin Hou Guosen Xie Yibing Song Jian-jun Zhao Xinge You Shuicheng Yan Ling Shao ViT 99 47 0 16 Dec 2021
Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval Zongheng Huang YiFan Sun Chuchu Han Changxin Gao Nong Sang 89 6 0 15 Dec 2021
Making a Bird AI Expert Work for You and Me Dongliang Chang Kaiyue Pang Ruoyi Du Zhanyu Ma Yi-Zhe Song Jun Guo 124 11 0 06 Dec 2021
TransZero: Attribute-guided Transformer for Zero-Shot Learning Shiming Chen Ziming Hong Yang Liu Guosen Xie Baigui Sun Hao Li Qinmu Peng Kelvin Lu Xinge You ViT 115 138 0 03 Dec 2021
3D Compositional Zero-shot Learning with DeCompositional Consensus Muhammad Ferjad Naeem Evin Pınar Örnek Yongqin Xian Luc Van Gool Federico Tombari 3DPC 3DV 139 18 0 29 Nov 2021
Using Fictitious Class Representations to Boost Discriminative Zero-Shot Learners Mohammed Dabbah Ran El-Yaniv 105 0 0 26 Nov 2021
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge Belongie 139 296 0 11 Nov 2021
The Curious Layperson: Fine-Grained Image Recognition without Expert Labels Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi VLM 75 10 0 05 Nov 2021
Dual Progressive Prototype Network for Generalized Zero-Shot Learning Chaoqun Wang Shaobo Min Xuejin Chen Xiaoyan Sun Houqiang Li 121 45 0 03 Nov 2021
Contrastive Learning of Visual-Semantic Embeddings Anurag Jain Yashaswi Verma SSL 66 1 0 17 Oct 2021
Subspace Regularizers for Few-Shot Class Incremental Learning Afra Feyza Akyürek Ekin Akyürek Derry Wijaya Jacob Andreas CLL 89 61 0 13 Oct 2021
Morphable Detector for Object Detection on Demand Xiangyun Zhao Xu Zou Ying Nian Wu ObjD 109 4 0 10 Oct 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning Shiming Chen Guosen Xie Yang Liu Qinmu Peng Baigui Sun Hao Li Xinge You Ling Shao 146 128 0 30 Sep 2021
DSSL: Deep Surroundings-person Separation Learning for Text-based Person Retrieval A. Zhu Zijie Wang Yifeng Li Xili Wan Jing Jin Tian Wang Fangqiang Hu G. Hua 145 170 0 12 Sep 2021
Structure-Aware Feature Generation for Zero-Shot Learning Lianbo Zhang Shaoli Huang Xinchao Wang Wei Liu Dacheng Tao GAN 98 0 0 16 Aug 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 133 77 0 14 Aug 2021
Prototype Completion for Few-Shot Learning Baoquan Zhang Xutao Li Yunming Ye Shanshan Feng VLM 139 20 0 11 Aug 2021
FREE: Feature Refinement for Generalized Zero-Shot Learning Shiming Chen Wenjie Wang Beihao Xia Qinmu Peng Xinge You Feng Zheng Ling Shao VLM 82 137 0 29 Jul 2021
Will Multi-modal Data Improves Few-shot Learning? Zilun Zhang Shihao Ma Yichun Zhang 34 2 0 25 Jul 2021
Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains Puneet Mangla Shivam Chandhok V. Balasubramanian Fahad Shahbaz Khan VLM OOD 74 4 0 15 Jul 2021
From Show to Tell: A Survey on Deep Learning-based Image Captioning Matteo Stefanini Marcella Cornia Lorenzo Baraldi S. Cascianelli G. Fiameni Rita Cucchiara 3DV VLM MLLM 153 270 0 14 Jul 2021
Learning a Discriminant Latent Space with Neural Discriminant Analysis Mai Lan Ha Gianni Franchi Emanuel Aldea V. Blanz 102 1 0 13 Jul 2021
Mitigating Generation Shifts for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Sen Wang Ruihong Qiu Jingjing Li Zi Huang 131 25 0 07 Jul 2021
Benchmarking Knowledge-driven Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuang Xiang Zhuo Chen Jeff Z. Pan Juan Li Zonggang Yuan Huajun Chen VLM 101 19 0 29 Jun 2021
Graceful Degradation and Related Fields J. Dymond 77 4 0 21 Jun 2021
Disentangling Semantic-to-visual Confusion for Zero-shot Learning Zihan Ye Fuyuan Hu Fan Lyu Linyan Li Kaizhu Huang 102 23 0 16 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 100 25 0 11 Jun 2021
Emergent Communication of Generalizations Jesse Mu Noah D. Goodman AI4CE LLMAG 139 44 0 04 Jun 2021
TexRel: a Green Family of Datasets for Emergent Communications on Relations Hugh Perkins 44 2 0 26 May 2021
Learning Graph Embeddings for Open World Compositional Zero-Shot Learning Massimiliano Mancini Muhammad Ferjad Naeem Yongqin Xian Zeynep Akata CoGe 143 71 0 03 May 2021
Rich Semantics Improve Few-shot Learning Mohamed Afham Salman Khan Muhammad Haris Khan Muzammal Naseer Fahad Shahbaz Khan VLM 108 24 0 26 Apr 2021
Attribute-Modulated Generative Meta Learning for Zero-Shot Classification Yun Yvonna Li Zhe Liu Lina Yao Can Wang VLM 91 26 0 22 Apr 2021
Revisiting Document Representations for Large-Scale Zero-Shot Learning Jihyung Kil Wei-Lun Chao VLM 100 10 0 21 Apr 2021
CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval Ushasi Chaudhuri Biplab Banerjee A. Bhattacharya Mihai Datcu 94 30 0 20 Apr 2021
Contrastive Embedding for Generalized Zero-Shot Learning Zongyan Han Zhenyong Fu Shuo Chen Jian Yang VLM 100 194 0 30 Mar 2021
A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings Vivek Chalumuri Bac Nguyen VLM 123 0 0 29 Mar 2021
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning Bonan li Xuecheng Nie Congying Han DiffM 48 0 0 19 Mar 2021
Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions Sebastian Bujwid Josephine Sullivan VLM 136 29 0 17 Mar 2021
Task Aligned Generative Meta-learning for Zero-shot Learning Zhe Liu Yun Yvonna Li Lina Yao Xianzhi Wang Guodong Long VLM 68 37 0 03 Mar 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 136 80 0 26 Feb 2021
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning Hongxin Xiang Cheng Xie Ting Zeng Yun Yang 44 7 0 23 Feb 2021
Transductive Zero-Shot Learning by Decoupled Feature Generation Federico Marmoreo Jacopo Cavazza Vittorio Murino VLM 116 4 0 05 Feb 2021
Zero-shot Learning with Deep Neural Networks for Object Recognition Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 141 5 0 05 Feb 2021
Learning Graph Embeddings for Compositional Zero-shot Learning Muhammad Ferjad Naeem Yongqin Xian Federico Tombari Zeynep Akata CoGe 70 141 0 03 Feb 2021
Semantic Borrowing for Generalized Zero-Shot Learning Xiao-wei Chen 37 1 0 30 Jan 2021
Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action Recognition Pranay Gupta Divyanshu Sharma Ravi Kiran Sarvadevabhatla 65 19 0 27 Jan 2021
Adversarial Text-to-Image Synthesis: A Review Stanislav Frolov Tobias Hinz Federico Raue Jörn Hees Andreas Dengel EGVM 86 178 0 25 Jan 2021