Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders

5 December 2018

Papers citing "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders"

50 / 85 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
Towards Scalable Topological Regularizers Hiu-Tung Wong Darrick Lee Hong Yan BDL 59 0 0 24 Jan 2025
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 49 1 0 16 Nov 2024
Zero-Shot Skeleton-based Action Recognition with Dual Visual-Text Alignment Jidong Kuang Hongsong Wang Chaolei Han Jie Gui 45 1 0 22 Sep 2024
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
Adversarial Robustification via Text-to-Image Diffusion Models Daewon Choi Jongheon Jeong Huiwon Jang Jinwoo Shin DiffM 47 1 0 26 Jul 2024
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
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion Dongyang Li Chen Wei Shiying Li Jiachen Zou Quanying Liu DiffM 37 18 0 12 Mar 2024
Synthesizing Knowledge-enhanced Features for Real-world Zero-shot Food Detection Pengfei Zhou Weiqing Min Jiajun Song Yang Zhang Shuqiang Jiang 35 10 0 14 Feb 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
Synthetic Sample Selection for Generalized Zero-Shot Learning Shreyank N. Gowda 27 16 0 06 Apr 2023
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection Chuer Yu Xuhong Zhang Yuxuan Duan Senbo Yan Zonghui Wang Yang Xiang S. Ji Wenzhi Chen AAML 29 5 0 30 Mar 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
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
Understanding Zero-Shot Adversarial Robustness for Large-Scale Models Chengzhi Mao Scott Geng Junfeng Yang Xin Eric Wang Carl Vondrick VLM 44 59 0 14 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
Better Generalized Few-Shot Learning Even Without Base Data Seongwoong Kim Dong-Wan Choi 24 7 0 29 Nov 2022
On the Transferability of Visual Features in Generalized Zero-Shot Learning Paola Cascante-Bonilla Leonid Karlinsky James Smith Yanjun Qi Vicente Ordonez 33 2 0 22 Nov 2022
Novel transfer learning schemes based on Siamese networks and synthetic data Dominik Stallmann Philip Kenneweg Barbara Hammer 18 6 0 21 Nov 2022
Hub-VAE: Unsupervised Hub-based Regularization of Variational Autoencoders Priya Mani C. Domeniconi BDL SSL DRL 21 0 0 18 Nov 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
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
Multi-Modal Fusion by Meta-Initialization Matthew Jackson Shreshth A. Malik Michael T. Matthews Yousuf Mohamed-Ahmed 32 0 0 10 Oct 2022
LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning Sathvik Bhaskarpandit Priyanka Gupta Manik Gupta BDL AI4TS 25 2 0 25 Jul 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 50 344 0 13 May 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
Unseen Classes at a Later Time? No Problem Hari Chandana Kuchibhotla Sumitra S Malagi Shivam Chandhok V. Balasubramanian CLL 24 10 0 30 Mar 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 27 40 0 20 Mar 2022
Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis Yaogong Feng Xiaowen Huang Pengbo Yang Jian Yu Jitao Sang DiffM 24 29 0 10 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
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 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
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
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification Junwen Bai Shufeng Kong Carla P. Gomes SSL DRL 30 36 0 02 Dec 2021
Action2video: Generating Videos of Human 3D Actions Chuan Guo Wei Ji Sen Wang Xinshuang Liu Shihao Zou Minglun Gong Li Cheng 3DH 73 22 0 12 Nov 2021
SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning Fengyuan Yang Ruiping Wang Xilin Chen VLM 39 35 0 08 Nov 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
Field-Guide-Inspired Zero-Shot Learning Utkarsh Mall Bharath Hariharan Kavita Bala VLM 38 7 0 24 Aug 2021
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting Anna Kukleva Hilde Kuehne Bernt Schiele CLL 15 50 0 18 Aug 2021
Towards Visual Explainable Active Learning for Zero-Shot Classification Shichao Jia Zeyu Li Nuo Chen Jiawan Zhang VLM 30 23 0 15 Aug 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 26 57 0 13 Aug 2021
Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning Faisal Alamri Anjan Dutta ViT 24 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 24 134 0 29 Jul 2021
Few-shot Learning with Global Relatedness Decoupled-Distillation Yuanen Zhou Yanrong Guo Shijie Hao Richang Hong Zhen junzha Meng Wang 21 1 0 12 Jul 2021
Mitigating Generation Shifts for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Sen Wang Ruihong Qiu Jingjing Li Zi Huang 19 25 0 07 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