A Generative Model For Zero Shot Learning Using Conditional Variational Autoencoders

3 September 2017

Papers citing "A Generative Model For Zero Shot Learning Using Conditional Variational Autoencoders"

38 / 38 papers shown

Title
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot DiffM 31 0 0 31 Aug 2024
Uncertainty-enabled machine learning for emulation of regional sea-level change caused by the Antarctic Ice Sheet Myungsoo Yoo Giri Gopalan Matthew J. Hoffman Sophie Coulson Holly Kyeore Han C. Wikle Trevor Hillebrand AI4Cl 26 2 0 21 Jun 2024
Causal Inference for Human-Language Model Collaboration Bohan Zhang Yixin Wang Paramveer S. Dhillon 38 2 0 30 Mar 2024
SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot VLM 41 0 0 20 Dec 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
Label Assisted Autoencoder for Anomaly Detection in Power Generation Plants M. Atemkeng Victor Osanyindoro Rockefeller Rockefeller Sisipho Hamlomo Jecinta Mulongo Theophilus Ansah-Narh F. Tchakounté Arnaud Nguembang Fadja 24 1 0 06 Feb 2023
Vision Transformer-based Feature Extraction for Generalized Zero-Shot Learning Jiseob Kim Kyuhong Shim Junhan Kim B. Shim ViT 32 12 0 02 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 31 140 0 12 Jan 2023
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning Sandipan Sarma Arijit Sur VLM 24 1 0 31 Dec 2022
Generating Representative Samples for Few-Shot Classification Jingyi Xu Hieu M. Le VLM 23 61 0 05 May 2022
Unseen Classes at a Later Time? No Problem Hari Chandana Kuchibhotla Sumitra S Malagi Shivam Chandhok V. Balasubramanian CLL 26 10 0 30 Mar 2022
Semantic Feature Extraction for Generalized Zero-shot Learning Junhan Kim Kyuhong Shim B. Shim VLM 27 30 0 29 Dec 2021
Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification Zhiyu Fang Xiaobin Zhu Chun Yang Zheng Han Jingyan Qin Xu-Cheng Yin 22 17 0 24 Dec 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 35 0 29 Sep 2021
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation Jiaxin Cheng Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed VLM 32 55 0 27 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
Multi-target prediction for dummies using two-branch neural networks Dimitrios Iliadis B. De Baets Willem Waegeman 17 9 0 19 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
Generative Replay-based Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL VLM 28 8 0 22 Jan 2021
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 21 48 0 09 Oct 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
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 29 53 0 29 Apr 2020
Generalized Zero-Shot Learning Via Over-Complete Distribution Rohit Keshari Richa Singh Mayank Vatsa BDL VLM 31 126 0 01 Apr 2020
Domain-Specific Embedding Network for Zero-Shot Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 35 21 0 12 Aug 2019
Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning Ying Shi Wei Wei Zhiming Zheng VLM 33 6 0 18 Jul 2019
Adaptive Cross-Modal Few-Shot Learning Chen Xing Negar Rostamzadeh Boris N. Oreshkin Pedro H. O. Pinheiro 31 271 0 19 Feb 2019
RPC: A Large-Scale Retail Product Checkout Dataset Xiu-Shen Wei Quan Cui Lei Yang Peng Wang Lingqiao Liu 18 124 0 22 Jan 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 38 1,479 0 10 Jan 2019
Generative Dual Adversarial Network for Generalized Zero-shot Learning He Huang Chang-Dong Wang Philip S. Yu Chang-Dong Wang GAN 30 220 0 12 Nov 2018
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning Zhiwu Lu Jiechao Guan Aoxue Li Tao Xiang An Zhao Ji-Rong Wen 28 64 0 19 Oct 2018
Domain-Invariant Projection Learning for Zero-Shot Recognition An Zhao Mingyu Ding Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen VLM 27 48 0 19 Oct 2018
A Zero-Shot Framework for Sketch-based Image Retrieval Sasi Kiran Yelamarthi M. K. Reddy Ashish Mishra Anurag Mittal 24 185 0 31 Jul 2018
Cross-modal Hallucination for Few-shot Fine-grained Recognition Frederik Pahde P. Jähnichen T. Klein Moin Nabi 36 21 0 13 Jun 2018
Stacked Semantic-Guided Attention Model for Fine-Grained Zero-Shot Learning YunLong Yu Zhong Ji Yanwei Fu Jichang Guo Yanwei Pang Zhongfei Zhang VLM 24 27 0 21 May 2018
Generalized Zero-Shot Learning via Synthesized Examples Vinay Kumar Verma Gundeep Arora Ashish Mishra Piyush Rai 36 449 0 11 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao Wei Liu Shih-Fu Chang 33 286 0 05 Dec 2017