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Evaluation of Output Embeddings for Fine-Grained Image Classification

30 September 2014

Bernt Schiele

Papers citing "Evaluation of Output Embeddings for Fine-Grained Image Classification"

50 / 437 papers shown

Title
Implicit and Explicit Attention for Zero-Shot Learning Faisal Alamri Anjan Dutta 133 7 0 02 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 144 128 0 30 Sep 2021
Fine-Grained Zero-Shot Learning with DNA as Side Information Sarkhan Badirli Zeynep Akata G. Mohler Christel Picard M. M. Dundar SyDa BDL 123 36 0 29 Sep 2021
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification Varsha Suresh Desmond C. Ong VLM 107 86 0 12 Sep 2021
Semantics-Guided Contrastive Network for Zero-Shot Object detection Caixia Yan Xiao Chang Minnan Luo Huan Liu Xiaoqin Zhang Qinghua Zheng ObjD VLM 125 78 0 04 Sep 2021
Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection Mahdieh Darvish Mahsa Pouramini H. Bahador ViT 54 5 0 28 Aug 2021
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation Jiaxin Cheng Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed VLM 88 55 0 27 Aug 2021
Field-Guide-Inspired Zero-Shot Learning Utkarsh Mall Bharath Hariharan Kavita Bala VLM 116 7 0 24 Aug 2021
Structure-Aware Feature Generation for Zero-Shot Learning Lianbo Zhang Shaoli Huang Xinchao Wang Wei Liu Dacheng Tao GAN 93 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
Caption Generation on Scenes with Seen and Unseen Object Categories B. Demirel R. G. Cinbis VLM 115 1 0 13 Aug 2021
Elaborative Rehearsal for Zero-shot Action Recognition Shizhe Chen Dong Huang VLM 88 96 0 05 Aug 2021
Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning Faisal Alamri Anjan Dutta ViT 36 23 0 30 Jul 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
United We Learn Better: Harvesting Learning Improvements From Class Hierarchies Across Tasks Sindi Shkodrani Yu Wang M. Manfredi N. Baka 49 4 0 28 Jul 2021
External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery I. Sledge Christopher Toole J. Maestri José C. Príncipe 83 1 0 22 Jul 2021
Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains Puneet Mangla Shivam Chandhok V. Balasubramanian Fahad Shahbaz Khan VLM OOD 69 4 0 15 Jul 2021
Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains Shivam Chandhok Sanath Narayan Hisham Cholakkal Rao Muhammad Anwer V. Balasubramanian Fahad Shahbaz Khan Ling Shao 51 6 0 12 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
Generalized Zero-Shot Learning using Multimodal Variational Auto-Encoder with Semantic Concepts Nihar Bendre K. Desai Peyman Najafirad BDL DRL 77 16 0 26 Jun 2021
Disentangling Semantic-to-visual Confusion for Zero-shot Learning Zihan Ye Fuyuan Hu Fan Lyu Linyan Li Kaizhu Huang 99 23 0 16 Jun 2021
Zero-sample surface defect detection and classification based on semantic feedback neural network Yibo Guo Yiming Fan Zhiyang Xiang Haidi Wang Wenhua Meng Mingliang Xu 15 1 0 15 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 98 25 0 11 Jun 2021
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes Aditya Kusupati Matthew Wallingford Vivek Ramanujan Raghav Somani J. S. Park Krishna Pillutla Prateek Jain Sham Kakade Ali Farhadi MQ OffRL 136 9 0 02 Jun 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning Liu Bo Qiulei Dong Zhanyi Hu 104 24 0 01 Jun 2021
GAN for Vision, KG for Relation: a Two-stage Deep Network for Zero-shot Action Recognition Bin Sun Dehui Kong Shaofan Wang Jinghua Li Baocai Yin Xiaonan Luo 51 18 0 25 May 2021
Opening up Open-World Tracking Yang Liu Idil Esen Zulfikar Jonathon Luiten Achal Dave Deva Ramanan Bastian Leibe Aljosa Osep Laura Leal-Taixé 102 54 0 22 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
Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation Divyansh Jha Kai Yi Ivan Skorokhodov Mohamed Elhoseiny GAN 62 4 0 20 Apr 2021
Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation Rui Cheng Bichen Wu Peizhao Zhang Peter Vajda Joseph E. Gonzalez CLIP VLM 80 33 0 18 Apr 2021
Zero-Shot Learning on 3D Point Cloud Objects and Beyond A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 46 58 0 11 Apr 2021
No Cost Likelihood Manipulation at Test Time for Making Better Mistakes in Deep Networks Shyamgopal Karthik Ameya Prabhu P. Dokania Vineet Gandhi 60 22 0 01 Apr 2021
Contrastive Embedding for Generalized Zero-Shot Learning Zongyan Han Zhenyong Fu Shuo Chen Jian Yang VLM 97 194 0 30 Mar 2021
A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings Vivek Chalumuri Bac Nguyen VLM 116 0 0 29 Mar 2021
Online Lifelong Generalized Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL 107 9 0 19 Mar 2021
Goal-Oriented Gaze Estimation for Zero-Shot Learning Yang Liu Lei Zhou Xiao Bai Yifei Huang Lin Gu Jun Zhou Tatsuya Harada 100 119 0 05 Mar 2021
Performance Variability in Zero-Shot Classification Matías Molina Jorge Sánchez UQCV VLM 23 1 0 01 Mar 2021
Zero-Shot Learning Based on Knowledge Sharing Ting Zeng Hongxin Xiang Cheng Xie Yun Yang Qing Liu VLM 37 1 0 26 Feb 2021
Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification Cheng Xie Ting Zeng Hongxin Xiang Keqin Li Yun Yang Qing Liu GAN VLM 47 5 0 26 Feb 2021
Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning Vinay Kumar Verma Kevin J. Liang Nikhil Mehta Lawrence Carin CLL VLM 95 5 0 23 Feb 2021
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning Hongxin Xiang Cheng Xie Ting Zeng Yun Yang 39 7 0 23 Feb 2021
End-to-end Generative Zero-shot Learning via Few-shot Learning Georgios Chochlakis Efthymios Georgiou Alexandros Potamianos VLM 38 1 0 08 Feb 2021
Zero-shot Learning with Deep Neural Networks for Object Recognition Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 136 5 0 05 Feb 2021
Isometric Propagation Network for Generalized Zero-shot Learning Lu Liu Dinesh Manocha Guodong Long Jing Jiang Xuanyi Dong Chengqi Zhang 75 36 0 03 Feb 2021
Neural Data Augmentation via Example Extrapolation Kenton Lee Kelvin Guu Luheng He Timothy Dozat Hyung Won Chung 76 72 0 02 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
Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization Cheng Xie Hongxin Xiang Ting Zeng Yun Yang Beibei Yu Qing Liu VLM 52 23 0 25 Jan 2021