f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning

25 March 2019

Bernt Schiele

Papers citing "f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning"

50 / 208 papers shown

Title
Synthetic Sample Selection for Generalized Zero-Shot Learning Shreyank N. Gowda 22 16 0 06 Apr 2023
Bi-directional Distribution Alignment for Transductive Zero-Shot Learning Zhicai Wang Y. Hao Tingting Mu Ouxiang Li Shuo Wang Xiangnan He VLM 26 10 0 15 Mar 2023
Zero-shot Object Counting Jingyi Xu Hieu M. Le Vu Nguyen Viresh Ranjan Dimitris Samaras 24 41 0 03 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 29 0 0 08 Feb 2023
Vision Transformer-based Feature Extraction for Generalized Zero-Shot Learning Jiseob Kim Kyuhong Shim Junhan Kim B. Shim ViT 24 12 0 02 Feb 2023
Learning Prototype Classifiers for Long-Tailed Recognition Saurabh Sharma Yongqin Xian Ning Yu Ambuj K. Singh 22 13 0 01 Feb 2023
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning Sandipan Sarma Arijit Sur VLM 21 1 0 31 Dec 2022
Resolving Semantic Confusions for Improved Zero-Shot Detection Sandipan Sarma Sushil Kumar Arijit Sur VLM ObjD 18 10 0 12 Dec 2022
Evolutionary Generalized Zero-Shot Learning Dubing Chen Haofeng Zhang Yang Long VLM 26 1 0 23 Nov 2022
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features Changde Du Kaicheng Fu Jinpeng Li Huiguang He VLM 34 67 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 31 3 0 11 Oct 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Muhammad Ferjad Naeem Yongqin Xian Luc Van Gool F. Tombari VLM 15 37 0 21 Sep 2022
Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces Shitong Sun Chenyang Si Guile Wu S. Gong FedML 23 0 0 29 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 36 113 0 24 Aug 2022
Learning Prototype via Placeholder for Zero-shot Recognition Zaiquan Yang Yang Liu Wenjia Xu Chong Huang Lei Zhou Chao Tong VLM 13 7 0 29 Jul 2022
A Survey of Learning on Small Data: Generalization, Optimization, and Challenge Xiaofeng Cao Weixin Bu Sheng-Jun Huang Minling Zhang Ivor W. Tsang Yew-Soon Ong James T. Kwok 32 1 0 29 Jul 2022
Tackling Long-Tailed Category Distribution Under Domain Shifts Xiao Gu Yao Guo Zeju Li Jianing Qiu Qianming Dou Yuxuan Liu Benny P. L. Lo Guangxu Yang OOD 37 12 0 20 Jul 2022
Temporal and cross-modal attention for audio-visual zero-shot learning Otniel-Bogdan Mercea Thomas Hummel A. Sophia Koepke Zeynep Akata 30 25 0 20 Jul 2022
GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Sen Wang Jingjing Li Zi Huang 19 14 0 05 Jul 2022
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes Alessio Mazzetto Cristina Menghini A. Yuan E. Upfal Stephen H. Bach VLM 12 1 0 25 May 2022
Deconstructed Generation-Based Zero-Shot Model Dubing Chen Yuming Shen Haofeng Zhang Philip H. S. Torr 27 7 0 24 Apr 2022
Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification Dwarikanath Mahapatra MedIm 14 2 0 04 Apr 2022
Attribute Prototype Network for Any-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 21 37 0 04 Apr 2022
An Iterative Co-Training Transductive Framework for Zero Shot Learning Bo Liu Lihua Hu Qiulei Dong Zhanyi Hu VLM 17 14 0 30 Mar 2022
Diffusion Models for Counterfactual Explanations Guillaume Jeanneret Loïc Simon F. Jurie DiffM 32 55 0 29 Mar 2022
Hybrid Routing Transformer for Zero-Shot Learning Dezhong Cheng Gerong Wang Boshen Wang Qiang Zhang Jungong Han Dingwen Zhang 20 69 0 29 Mar 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 16 40 0 20 Mar 2022
Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector Bo Liu Qiulei Dong Zhanyi Hu 11 11 0 17 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
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language Otniel-Bogdan Mercea Lukas Riesch A. Sophia Koepke Zeynep Akata 19 48 0 07 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 20 99 0 07 Mar 2022
Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning Yi Gao Chenwei Tang Jiancheng Lv 11 0 0 05 Mar 2022
Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval Rui Xu Zongyan Han Le Hui J. Qian J. Xie 3DV GAN 19 21 0 24 Feb 2022
Bias-Eliminated Semantic Refinement for Any-Shot Learning Liangjun Feng Chunhui Zhao Xi Li DiffM GAN 29 17 0 10 Feb 2022
HardBoost: Boosting Zero-Shot Learning with Hard Classes Bo Liu Lihua Hu Zhanyi Hu Qiulei Dong 16 2 0 14 Jan 2022
Semantics-driven Attentive Few-shot Learning over Clean and Noisy Samples Orhun Bugra Baran Ramazan Gokberk Cinbics 11 4 0 09 Jan 2022
Diversity-boosted Generalization-Specialization Balancing for Zero-shot Learning Yun Yvonna Li Zhe Liu Xiaojun Chang Julian McAuley L. Yao 17 10 0 06 Jan 2022
Learning Semantic Ambiguities for Zero-Shot Learning Celina Hanouti Hervé Le Borgne VLM 16 4 0 05 Jan 2022
Semantically Grounded Visual Embeddings for Zero-Shot Learning Shah Nawaz Jacopo Cavazza Alessio Del Bue ObjD FedML VLM 20 3 0 03 Jan 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 19 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 20 16 0 24 Dec 2021
Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation Xiaojie Zhao Yuming Shen Shidong Wang Haofeng Zhang VLM 26 26 0 23 Dec 2021
Translational Concept Embedding for Generalized Compositional Zero-shot Learning He Huang Wei Tang Jiawei Zhang Philip S. Yu CoGe 26 2 0 20 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
Exploring Category-correlated Feature for Few-shot Image Classification Jing Xu Xinglin Pan Xu Luo Wenjie Pei Zenglin Xu 19 4 0 14 Dec 2021
Prototypical Model with Novel Information-theoretic Loss Function for Generalized Zero Shot Learning Chunlin Ji Hanchu Shen Zhan Xiong F. Chen Meiying Zhang Huiwen Yang 21 0 0 06 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 39 131 0 03 Dec 2021
Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis Yu-Hsuan Li Tzu-Yin Chao Ching-Chun Huang Pin-Yu Chen Wei-Chen Chiu VLM 12 1 0 28 Nov 2021
Using Fictitious Class Representations to Boost Discriminative Zero-Shot Learners Mohammed Dabbah Ran El-Yaniv 11 0 0 26 Nov 2021