Synthesized Classifiers for Zero-Shot Learning

2 March 2016

Wei-Lun Chao

Papers citing "Synthesized Classifiers for Zero-Shot Learning"

50 / 310 papers shown

Title
MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification Xiangyan Qu Jing Yu Jiamin Zhuang Gaopeng Gou Gang Xiong Qi Wu VLM 53 0 0 10 Mar 2025
A Zero-shot Learning Method Based on Large Language Models for Multi-modal Knowledge Graph Embedding Bingchen Liu Jingchen Li Naixing Xu X. Li 36 0 0 10 Mar 2025
PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning Man Liu H. Bai Feng-Qiang Li Chunjie Zhang Y. X. Wei Meng Wang Tat-Seng Chua Yao Zhao 41 0 0 15 Oct 2024
Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning Xiangyang Qu Jing Yu Keke Gai Jiamin Zhuang Yuanmin Tang Gang Xiong Gaopeng Gou Qi Wu 51 3 0 22 Jul 2024
CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification Sankalp Sinha Muhammad Gul Zain Ali Khan Talha Uddin Sheikh Didier Stricker Muhammad Zeshan Afzal VLM 23 1 0 06 May 2024
AAPL: Adding Attributes to Prompt Learning for Vision-Language Models Gahyeon Kim Sohee Kim Seokju Lee VLM 33 5 0 25 Apr 2024
Dual Expert Distillation Network for Generalized Zero-Shot Learning Zhijie Rao Jingcai Guo Xiaocheng Lu Jingming Liang Jie Zhang Yining Qi Kang Wei Xiaofeng Cao FedML 41 3 0 25 Apr 2024
Sentinel-Guided Zero-Shot Learning: A Collaborative Paradigm without Real Data Exposure Fan Wan Xingyu Miao Haoran Duan Jingjing Deng Rui Gao Yang Long VLM 41 4 0 14 Mar 2024
Zero-shot Classification using Hyperdimensional Computing Samuele Ruffino G. Karunaratne Michael Hersche Luca Benini Abu Sebastian Abbas Rahimi VLM 37 1 0 30 Jan 2024
Low-Resource Vision Challenges for Foundation Models Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 32 5 0 09 Jan 2024
Attribute-Aware Representation Rectification for Generalized Zero-Shot Learning Zhijie Rao Jingcai Guo Xiaocheng Lu Qihua Zhou Jiewei Zhang Kang Wei Chenxin Li Song Guo 38 6 0 23 Nov 2023
ChatGPT-guided Semantics for Zero-shot Learning Fahimul Hoque Shubho T. Chowdhury A. Cheraghian Morteza Saberi Nabeel Mohammed Shafin Rahman VLM 21 0 0 18 Oct 2023
A Systematic Review of Few-Shot Learning in Medical Imaging Eva Pachetti Sara Colantonio 39 19 0 20 Sep 2023
Instance Adaptive Prototypical Contrastive Embedding for Generalized Zero Shot Learning Riti Paul Sahil Vora Baoxin Li 27 0 0 13 Sep 2023
Bridging the Projection Gap: Overcoming Projection Bias Through Parameterized Distance Learning Chong Zhang Mingyu Jin Qinkai Yu Haochen Xue Shreyank N Gowda Xiaobo Jin 32 0 0 04 Sep 2023
GBE-MLZSL: A Group Bi-Enhancement Framework for Multi-Label Zero-Shot Learning Ziming Liu Jingcai Guo Xiaocheng Lu Song Guo Peiran Dong Jiewei Zhang VLM 25 8 0 02 Sep 2023
Continual Zero-Shot Learning through Semantically Guided Generative Random Walks Wenxuan Zhang Paul Janson Kai Yi Ivan Skorokhodov Mohamed Elhoseiny VLM 42 3 0 23 Aug 2023
Image-free Classifier Injection for Zero-Shot Classification Anders Christensen Massimiliano Mancini A. Sophia Koepke Ole Winther Zeynep Akata VLM 53 10 0 21 Aug 2023
Leveraging Knowledge Graphs for Zero-Shot Object-agnostic State Classification Filipos Gouidis T. Patkos Antonis Argyros Dimitris Plexousakis 29 1 0 22 Jul 2023
See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data Yuhang Lu Qingnan Jiang Runnan Chen Yuenan Hou Xinge Zhu Yuexin Ma 3DPC 34 19 0 20 Jul 2023
An Integral Projection-based Semantic Autoencoder for Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot VLM 29 4 0 26 Jun 2023
Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation Likang Wu Zhi Li Hongke Zhao Zhe-Feng Wang Qi Liu Baoxing Huai N. Yuan Enhong Chen 37 7 0 14 Jun 2023
Human-machine knowledge hybrid augmentation method for surface defect detection based few-data learning Yuanshi Gonga Xiaoqiao Wanga Chichun Zhou 39 5 0 27 Apr 2023
Federated Learning of Shareable Bases for Personalization-Friendly Image Classification Hong-You Chen Shitian Zhao Ruotong Wang Xuhui Jia Qi Boqing Gong Wei-Lun Chao Li Zhang FedML 30 7 0 16 Apr 2023
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style Fengyin Lin Mingkang Li Da Li Timothy M. Hospedales Yi-Zhe Song Yonggang Qi 36 27 0 25 Mar 2023
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities Hexiang Hu Yi Luan Yang Chen Urvashi Khandelwal Mandar Joshi Kenton Lee Kristina Toutanova Ming-Wei Chang VLM 58 57 0 22 Feb 2023
Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline Siddhesh Khandelwal Anirudth Nambirajan Behjat Siddiquie J. Eledath Leonid Sigal VLM 22 5 0 14 Feb 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 34 0 0 08 Feb 2023
CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIP Runnan Chen Youquan Liu Lingdong Kong Xinge Zhu Yuexin Ma Yikang Li Yuenan Hou Yu Qiao Wenping Wang CLIP 3DPC 33 140 0 12 Jan 2023
Vocabulary-informed Zero-shot and Open-set Learning Yanwei Fu Xiaomei Wang Hanze Dong Yu-Gang Jiang Meng Wang Xiangyang Xue Leonid Sigal VLM 29 18 0 03 Jan 2023
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning Sandipan Sarma Arijit Sur VLM 29 1 0 31 Dec 2022
Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning Jiwei Wei Yang Yang Zeyu Ma Jingjing Li Xing Xu H. Shen 27 2 0 26 Dec 2022
Resolving Semantic Confusions for Improved Zero-Shot Detection Sandipan Sarma Sushil Kumar Arijit Sur VLM ObjD 37 10 0 12 Dec 2022
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification Muhammad Ferjad Naeem Muhammad Gul Zain Ali Khan Yongqin Xian Muhammad Zeshan Afzal D. Stricker Luc Van Gool F. Tombari VLM 35 52 0 05 Dec 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 45 1 0 22 Nov 2022
The Lean Data Scientist: Recent Advances towards Overcoming the Data Bottleneck Chen Shani Jonathan Zarecki Dafna Shahaf 29 6 0 15 Nov 2022
Simple Primitives with Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-shot Learning Zhe Liu Yun Yvonna Li Lina Yao Xiaojun Chang Wei Fang Xiaojun Wu Yi Yang CoGe 34 1 0 05 Nov 2022
Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning Changkun Ye Nick Barnes L. Petersson Russell Tsuchida BDL SyDa VLM 37 3 0 11 Oct 2022
Prompt-guided Scene Generation for 3D Zero-Shot Learning Majid Nasiri A. Cheraghian T. Chowdhury Sahar Ahmadi Morteza Saberi Shafin Rahman 3DPC DiffM 18 2 0 29 Sep 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Muhammad Ferjad Naeem Yongqin Xian Luc Van Gool F. Tombari VLM 23 37 0 21 Sep 2022
Open Long-Tailed Recognition in a Dynamic World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu VLM 46 18 0 17 Aug 2022
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning Zhuo Chen Yufen Huang Jiaoyan Chen Yuxia Geng Wen Zhang Yin Fang Jeff Z. Pan Huajun Chen VLM 34 65 0 04 Jul 2022
PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot Learning Simone Martone Francesco Manigrasso Lamberti Fabrizio Lia Morra 34 3 0 26 Jun 2022
Learning Compositional Representations for Effective Low-Shot Generalization Samarth Mishra Pengkai Zhu Venkatesh Saligrama OCL 27 3 0 17 Apr 2022
Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification Dwarikanath Mahapatra MedIm 25 2 0 04 Apr 2022
Attribute Prototype Network for Any-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 37 37 0 04 Apr 2022
An Iterative Co-Training Transductive Framework for Zero Shot Learning Bo Liu Lihua Hu Qiulei Dong Zhanyi Hu VLM 22 14 0 30 Mar 2022
Hybrid Routing Transformer for Zero-Shot Learning Dezhong Cheng Gerong Wang Boshen Wang Qiang Zhang Jungong Han Dingwen Zhang 29 69 0 29 Mar 2022
Practical Aspects of Zero-Shot Learning E. Saad M. Paprzycki M. Ganzha VLM 26 1 0 29 Mar 2022
Reinforcement-based frugal learning for satellite image change detection Sebastien Deschamps H. Sahbi 35 1 0 22 Mar 2022