Generalized Zero-Shot Learning via Synthesized Examples

11 December 2017

Papers citing "Generalized Zero-Shot Learning via Synthesized Examples"

50 / 70 papers shown

Title
GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder Shiming Chen Dingjie Fu Salman Khan Fahad Shahbaz Khan VLM 18 0 0 17 May 2025
Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning Huajie Jiang Zechao Li Xiaohan Yu Yongli Hu Baocai Yin Jian Yang Yuankai Qi VLM 49 0 0 29 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
CREST: Cross-modal Resonance through Evidential Deep Learning for Enhanced Zero-Shot Learning Haojian Huang Xiaozhen Qiao Zhuo Chen Haodong Chen Bingyu Li Zhe Sun Mulin. Chen Xuelong Li 34 10 0 15 Apr 2024
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models David Kurzendörfer Otniel-Bogdan Mercea A. Sophia Koepke Zeynep Akata VLM CLIP 33 2 0 09 Apr 2024
Long-Tailed Anomaly Detection with Learnable Class Names Chih-Hui Ho Kuan-Chuan Peng Nuno Vasconcelos OODD 43 6 0 29 Mar 2024
Learning Adversarial Semantic Embeddings for Zero-Shot Recognition in Open Worlds Tianqi Li Guansong Pang Xiao Bai Jingyi Zheng Lei Zhou Xin Ning VLM 40 27 0 07 Jul 2023
Adapt and Align to Improve Zero-Shot Sketch-Based Image Retrieval Shiyin Dong Mingrui Zhu N. Wang Xinbo Gao VLM 27 3 0 09 May 2023
Machine Vision-Based Crop-Load Estimation Using YOLOv8 Dawood Ahmed Ranjan Sapkota Martin Churuvija Manoj Karkee 6 11 0 26 Apr 2023
Synthetic Sample Selection for Generalized Zero-Shot Learning Shreyank N. Gowda 27 16 0 06 Apr 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 32 0 0 08 Feb 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 21 18 0 03 Jan 2023
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
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 51 0 05 Dec 2022
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features Changde Du Kaicheng Fu Jinpeng Li Huiguang He VLM 45 68 0 13 Oct 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
Zero-shot object goal visual navigation Qianfan Zhao Lu Zhang Bin He Hong Qiao Zhi-yong Liu 36 37 0 15 Jun 2022
Generating Representative Samples for Few-Shot Classification Jingyi Xu Hieu M. Le VLM 21 61 0 05 May 2022
Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification Dwarikanath Mahapatra MedIm 20 2 0 04 Apr 2022
Attribute Prototype Network for Any-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 31 37 0 04 Apr 2022
Hybrid Routing Transformer for Zero-Shot Learning Dezhong Cheng Gerong Wang Boshen Wang Qiang Zhang Jungong Han Dingwen Zhang 22 69 0 29 Mar 2022
Reinforcement-based frugal learning for satellite image change detection Sebastien Deschamps H. Sahbi 30 1 0 22 Mar 2022
Frugal Learning of Virtual Exemplars for Label-Efficient Satellite Image Change Detection H. Sahbi Sebastien Deschamps 33 0 0 22 Mar 2022
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning Shiming Chen Ziming Hong Guosen Xie Wenhan Wang Qinmu Peng Kai Wang Jian-jun Zhao Xinge You VLM 23 100 0 07 Mar 2022
Robust Region Feature Synthesizer for Zero-Shot Object Detection Peiliang Huang Junwei Han De-Chun Cheng Dingwen Zhang ObjD 26 39 0 01 Jan 2022
Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification Zhiyu Fang Xiaobin Zhu Chun Yang Zheng Han Jingyan Qin Xu-Cheng Yin 22 16 0 24 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 17 44 0 16 Dec 2021
SAC-GAN: Structure-Aware Image Composition Hang Zhou Rui Ma Ling-Xiao Zhang Lina Gao Ali Mahdavi-Amiri Haotong Zhang GAN 35 7 0 13 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 45 133 0 03 Dec 2021
Region Semantically Aligned Network for Zero-Shot Learning Ziyang Wang Yunhao Gou Jingjing Li Yu Zhang Yang Yang 38 11 0 14 Oct 2021
Active learning for interactive satellite image change detection H. Sahbi Sebastien Deschamps Andrei Stoian 42 6 0 08 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
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds Bjoern Michele Alexandre Boulch Gilles Puy Maxime Bucher Renaud Marlet 3DPC DiffM VLM 23 57 0 13 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 24 134 0 29 Jul 2021
Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning Yi Zhang Sheng Huang Xiao-song Peng Dan Yang 28 9 0 28 Jun 2021
Generalized Zero-Shot Learning using Multimodal Variational Auto-Encoder with Semantic Concepts Nihar Bendre K. Desai Peyman Najafirad BDL DRL 24 15 0 26 Jun 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations Pierre Colombo Chloé Clavel Pablo Piantanida AAML DRL 26 50 0 06 May 2021
CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval Ushasi Chaudhuri Biplab Banerjee A. Bhattacharya Mihai Datcu 29 29 0 20 Apr 2021
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning Bonan li Xuecheng Nie Congying Han DiffM 24 0 0 19 Mar 2021
Detecting Human-Object Interaction via Fabricated Compositional Learning Zhi Hou B. Yu Yu Qiao Xiaojiang Peng Dacheng Tao 33 96 0 15 Mar 2021
Generative Replay-based Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL VLM 28 8 0 22 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 24 115 0 02 Jan 2021
Improving Zero Shot Learning Baselines with Commonsense Knowledge Abhinaba Roy Deepanway Ghosal Min Zhang Navonil Majumder Rada Mihalcea Soujanya Poria BDL VLM 30 29 0 11 Dec 2020
Towards Zero-Shot Learning with Fewer Seen Class Examples Vinay Kumar Verma Ashish Mishra Anubha Pandey H. Murthy Piyush Rai VLM 42 15 0 14 Nov 2020
Background Learnable Cascade for Zero-Shot Object Detection Ye Zheng Ruoran Huang Chuanqi Han Xi Huang Li Cui ObjD 13 48 0 09 Oct 2020
Bias-Awareness for Zero-Shot Learning the Seen and Unseen William Thong Cees G. M. Snoek 22 5 0 25 Aug 2020
Invertible Zero-Shot Recognition Flows Yuming Shen Jie Qin Lei Huang BDL AI4CE 19 100 0 09 Jul 2020
Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition Zongyan Han Zhenyong Fu Jian Yang 23 86 0 16 Jun 2020
Towards Robust Pattern Recognition: A Review Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 19 102 0 12 Jun 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