Gaze Embeddings for Zero-Shot Image Classification

28 November 2016

Bernt Schiele

Papers citing "Gaze Embeddings for Zero-Shot Image Classification"

47 / 47 papers shown

Title
Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification Jiahang Li Shibo Xue Yong Su 28 0 0 08 Apr 2025
EyeTrans: Merging Human and Machine Attention for Neural Code Summarization Yifan Zhang Jiliang Li Z. Karas Aakash Bansal Toby Jia-Jun Li Collin McMillan Kevin Leach Yu Huang 32 7 0 21 Feb 2024
TEPI: Taxonomy-aware Embedding and Pseudo-Imaging for Scarcely-labeled Zero-shot Genome Classification Sathyanarayanan N. Aakur Vishalini R. Laguduva Priyadharsini Ramamurthy A. Ramachandran VLM 18 0 0 24 Jan 2024
Learning Better Contrastive View from Radiologist's Gaze Sheng Wang Zixu Zhuang Xi Ouyang Lichi Zhang Zheren Li Chong Ma Tianming Liu Dinggang Shen Qian Wang MedIm 36 2 0 15 May 2023
Neglected Free Lunch -- Learning Image Classifiers Using Annotation Byproducts Dongyoon Han Junsuk Choe Dante Chun John Joon Young Chung Minsuk Chang Sangdoo Yun Jean Y. Song Seong Joon Oh OOD 437 4 1 30 Mar 2023
Synthesizing Human Gaze Feedback for Improved NLP Performance Varun Khurana Yaman Kumar Singla Nora Hollenstein R. Kumar Balaji Krishnamurthy 13 15 0 11 Feb 2023
What You See is What You Grasp: User-Friendly Grasping Guided by Near-eye-tracking Shaochen Wang Wei Zhang Zhangli Zhou Jiaxi Cao Ziyang Chen Kang Chen Bin Li Z. Kan 27 6 0 13 Sep 2022
RAZE: Region Guided Self-Supervised Gaze Representation Learning Neeru Dubey Shreya Ghosh Abhinav Dhall 28 2 0 04 Aug 2022
Rectify ViT Shortcut Learning by Visual Saliency Chong Ma Lin Zhao Yuzhong Chen David Liu Xi Jiang Tuo Zhang Xintao Hu Dinggang Shen Dajiang Zhu Tianming Liu ViT 33 20 0 17 Jun 2022
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis Sheng Wang Xi Ouyang Tianming Liu Qian Wang D. Shen MedIm 35 66 0 06 Apr 2022
Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images Hongzhi Zhu R. Rohling Septimiu Salcudean 19 5 0 15 Feb 2022
Gaze-Guided Class Activation Mapping: Leveraging Human Attention for Network Attention in Chest X-rays Classification Hongzhi Zhu Septimiu Salcudean R. Rohling MedIm 20 4 0 15 Feb 2022
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Tengjiao Wang Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 175 435 0 04 Dec 2021
Human Attention in Fine-grained Classification Yao Rong Wenjia Xu Zeynep Akata Enkelejda Kasneci 43 35 0 02 Nov 2021
MTGLS: Multi-Task Gaze Estimation with Limited Supervision Abdulaziz Shamsah Munawar Hayat Seth Hutchinson Jarrod Knibbe CVBM 41 21 0 23 Oct 2021
Fine-Grained Zero-Shot Learning with DNA as Side Information Sarkhan Badirli Zeynep Akata G. Mohler Christel Picard M. M. Dundar SyDa BDL 46 34 0 29 Sep 2021
Multimodal Integration of Human-Like Attention in Visual Question Answering Ekta Sood Fabian Kögel Philippe Muller Dominike Thomas Mihai Bâce Andreas Bulling 41 16 0 27 Sep 2021
Automatic Gaze Analysis: A Survey of Deep Learning based Approaches Shreya Ghosh Abhinav Dhall Munawar Hayat Jarrod Knibbe Q. Ji CVBM 23 57 0 12 Aug 2021
Disentangling Semantic-to-visual Confusion for Zero-shot Learning Zihan Ye Fuyuan Hu Fan Lyu Linyan Li Kaizhu Huang 23 22 0 16 Jun 2021
A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings Vivek Chalumuri Bac Nguyen VLM 25 0 0 29 Mar 2021
Goal-Oriented Gaze Estimation for Zero-Shot Learning Yang Liu Lei Zhou Xiao Bai Yifei Huang Lin Gu Jun Zhou Tatsuya Harada 24 117 0 05 Mar 2021
Where to look at the movies : Analyzing visual attention to understand movie editing Alexandre Bruckert Marc Christie O. Le Meur 13 10 0 26 Feb 2021
Zero-shot Learning with Deep Neural Networks for Object Recognition Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 43 5 0 05 Feb 2021
Generating Image Descriptions via Sequential Cross-Modal Alignment Guided by Human Gaze Ece Takmaz Sandro Pezzelle Lisa Beinborn Raquel Fernández 35 22 0 09 Nov 2020
Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention Ekta Sood Simon Tannert Philipp Mueller Andreas Bulling 18 70 0 15 Oct 2020
GazeMAE: General Representations of Eye Movements using a Micro-Macro Autoencoder Louise Gillian C. Bautista P. Naval 8 7 0 05 Sep 2020
Towards End-to-end Video-based Eye-Tracking Seonwook Park Emre Aksan Xucong Zhang Otmar Hilliges 15 72 0 26 Jul 2020
Adversarial Attacks on Classifiers for Eye-based User Modelling Inken Hagestedt Michael Backes Andreas Bulling AAML 19 6 0 01 Jun 2020
A Biologically Inspired Feature Enhancement Framework for Zero-Shot Learning Zhongwu Xie Weipeng Cao Xizhao Wang Zhong Ming Jingjing Zhang Jiyong Zhang VLM 13 4 0 13 May 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 24 53 0 29 Apr 2020
A Self Validation Network for Object-Level Human Attention Estimation Zehua Zhang Chen Yu David J. Crandall EgoV 24 10 0 31 Oct 2019
Understanding More about Human and Machine Attention in Deep Neural Networks Qiuxia Lai Salman Khan Wenguan Wang Jianbing Shen Hanqiu Sun Ling Shao HAI XAI 24 7 0 20 Jun 2019
Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval S. Dey Pau Riba Anjan Dutta Josep Llados Yi-Zhe Song 4 179 0 06 Apr 2019
Deep Tree Learning for Zero-shot Face Anti-Spoofing Yaojie Liu J. Stehouwer Amin Jourabloo Xiaoming Liu CVBM 16 236 0 05 Apr 2019
A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model João C. P. Reis G. Gonçalves 9 1 0 24 Jan 2019
Adaptive Confidence Smoothing for Generalized Zero-Shot Learning Y. Atzmon Gal Chechik 26 4 0 24 Dec 2018
Classifier and Exemplar Synthesis for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha VLM 21 49 0 16 Dec 2018
Zero-Shot Learning with Sparse Attribute Propagation Nanyi Fei Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen VLM 13 0 0 11 Dec 2018
Hyper-Process Model: A Zero-Shot Learning algorithm for Regression Problems based on Shape Analysis João C. P. Reis G. Gonçalves 13 5 0 16 Oct 2018
Teacher's Perception in the Classroom Ömer Sümer Patricia Goldberg Kathleen Stürmer Tina Seidel Peter Gerjets Ulrich Trautwein Enkelejda Kasneci CVBM 24 3 0 22 May 2018
A Large-scale Attribute Dataset for Zero-shot Learning Bo Zhao Yanwei Fu Rui Liang Jiahong Wu Yonggang Wang Yizhou Wang 13 48 0 12 Apr 2018
Transductive Unbiased Embedding for Zero-Shot Learning Mingli Song Chengchao Shen Yezhou Yang Yang Liu Xiuming Zhang 22 197 0 30 Mar 2018
Zero-Shot Sketch-Image Hashing Yuming Shen Li Liu Fumin Shen Ling Shao 20 151 0 06 Mar 2018
AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding Jiahong Wu He Zheng Bo Zhao Yixin Li Baoming Yan ... Shipei Zhou G. Lin Yanwei Fu Yizhou Wang Yonggang Wang VLM 38 149 0 17 Nov 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 25 1,545 0 03 Jul 2017
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 35 177 0 26 May 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 170 840 0 17 May 2016