An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild

13 May 2016

Wei-Lun Chao

Papers citing "An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild"

50 / 112 papers shown

Title
Visual Adaptive Prompting for Compositional Zero-Shot Learning Kyle Stein A. Mahyari Guillermo A. Francia Eman El-Sheikh VLM CoGe 145 1 0 27 Feb 2025
Learning Clustering-based Prototypes for Compositional Zero-shot Learning Hongyu Qu Jianan Wei Xiangbo Shu Wenguan Wang VLM 51 1 0 10 Feb 2025
Fine-Grained Side Information Guided Dual-Prompts for Zero-Shot Skeleton Action Recognition Yang Chen Jingcai Guo Tian He Ling Wang 43 6 0 11 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
Deep Semantic-Visual Alignment for Zero-Shot Remote Sensing Image Scene Classification Wenjia Xu Jiuniu Wang Zhiwei Wei M. Peng Yirong Wu 35 10 0 03 Feb 2024
Generalized Cross-domain Multi-label Few-shot Learning for Chest X-rays Aroof Aimen Arsh Verma Makarand Tapaswi N. C. Krishnan 40 0 0 08 Sep 2023
Addressing Domain Shift via Knowledge Space Sharing for Generalized Zero-Shot Industrial Fault Diagnosis Jiancheng Zhao Jiaqi Yue Liangjun Feng Chunhui Zhao Jinliang Ding 30 0 0 04 Jun 2023
Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning Man Liu Feng Li Chunjie Zhang Yunchao Wei H. Bai Yao-Min Zhao 47 39 0 27 Mar 2023
ODIN: On-demand Data Formulation to Mitigate Dataset Lock-in SP Choi Jihun Lee HyeongSeok Ahn Sanghee Jung Bumsoo Kang VLM 29 0 0 13 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 34 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
Language-Driven Anchors for Zero-Shot Adversarial Robustness Xiao-Li Li Wei Emma Zhang Yining Liu Zhan Hu Bo Zhang Xiaolin Hu 34 8 0 30 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 26 18 0 03 Jan 2023
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models Martha Lewis Nihal V. Nayak Peilin Yu Qinan Yu Jack Merullo Stephen H. Bach Ellie Pavlick VLM OCL CoGe 34 59 0 20 Dec 2022
Localized Latent Updates for Fine-Tuning Vision-Language Models Moritz Ibing I. Lim Leif Kobbelt VLM 26 1 0 13 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
Improving Zero-Shot Models with Label Distribution Priors Jonathan Kahana Niv Cohen Yedid Hoshen VLM 17 14 0 01 Dec 2022
Evolutionary Generalized Zero-Shot Learning Dubing Chen Haofeng Zhang Yang Long VLM 36 1 0 23 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
Active Relation Discovery: Towards General and Label-aware Open Relation Extraction Yong Li Hai-Tao Zheng Xi Chen Haitao Zheng Ying Shen Hong-Gee Kim VLM 21 14 0 08 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
Prompt-driven efficient Open-set Semi-supervised Learning Haoran Li Chun-Mei Feng Tao Zhou Yong Xu Xiaojun Chang 22 4 0 28 Sep 2022
Flexible Job Classification with Zero-Shot Learning Thom Lake VLM 18 1 0 30 Aug 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
Temporal and cross-modal attention for audio-visual zero-shot learning Otniel-Bogdan Mercea Thomas Hummel A. Sophia Koepke Zeynep Akata 38 25 0 20 Jul 2022
Disentangled Action Recognition with Knowledge Bases Zhekun Luo Shalini Ghosh Devin Guillory Keizo Kato Trevor Darrell Huijuan Xu 21 7 0 04 Jul 2022
Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning Xiangyu Li Xu Yang Kun-Juan Wei Cheng Deng Muli Yang CoGe 31 67 0 29 Jun 2022
Learning Invariant Visual Representations for Compositional Zero-Shot Learning Tian Zhang Kongming Liang Ruoyi Du Xian Sun Zhanyu Ma Jun Guo CoGe BDL 31 32 0 01 Jun 2022
Deconstructed Generation-Based Zero-Shot Model Dubing Chen Yuming Shen Haofeng Zhang Philip Torr 35 7 0 24 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
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 32 29 0 10 Mar 2022
One-Shot Learning on Attributed Sequences Zhongfang Zhuang Xiangnan Kong Elke A. Rundensteiner Aditya Arora Jihane Zouaoui BDL 36 2 0 23 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
Semantic Feature Extraction for Generalized Zero-shot Learning Junhan Kim Kyuhong Shim B. Shim VLM 27 30 0 29 Dec 2021
Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot Learning Zhe Liu Yun Yvonna Li L. Yao Julian McAuley Sam Dixon 24 11 0 01 Dec 2021
Dual Progressive Prototype Network for Generalized Zero-Shot Learning Chaoqun Wang Shaobo Min Xuejin Chen Xiaoyan Sun Houqiang Li 25 45 0 03 Nov 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
A Survey on Open Set Recognition Atefeh Mahdavi Marco M. Carvalho BDL 29 35 0 18 Aug 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 21 77 0 14 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 41 57 0 13 Aug 2021
Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition Ziwei Xu Guangzhi Wang Yongkang Wong Mohan S. Kankanhalli 54 26 0 10 Aug 2021
Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning Faisal Alamri Anjan Dutta ViT 24 23 0 30 Jul 2021
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT Usman Naseem A. Dunn Matloob Khushi Jinman Kim OOD LM&MA AI4MH 24 43 0 09 Jul 2021
Conterfactual Generative Zero-Shot Semantic Segmentation Feihong Shen Jun Liu Ping Hu BDL 39 9 0 11 Jun 2021
Towards Novel Target Discovery Through Open-Set Domain Adaptation Taotao Jing Hongfu Liu Zhengming Ding 44 32 0 06 May 2021
Zero-Shot Learning on 3D Point Cloud Objects and Beyond A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 19 58 0 11 Apr 2021
Detecting Human-Object Interaction via Fabricated Compositional Learning Zhi Hou B. Yu Yu Qiao Xiaojiang Peng Dacheng Tao 38 96 0 15 Mar 2021
On Implicit Attribute Localization for Generalized Zero-Shot Learning Shiqi Yang Kai Wang Luis Herranz Joost van de Weijer VLM 21 10 0 08 Mar 2021
Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental Learning A. Cheraghian Shafin Rahman Pengfei Fang S. Roy L. Petersson Mehrtash Harandi CLL 33 183 0 06 Mar 2021
Goal-Oriented Gaze Estimation for Zero-Shot Learning Yang Liu Lei Zhou Xiao Bai Yifei Huang Lin Gu Jun Zhou Tatsuya Harada 30 118 0 05 Mar 2021