Zero-Shot Learning -- The Good, the Bad and the Ugly

13 March 2017

Bernt Schiele

Papers citing "Zero-Shot Learning -- The Good, the Bad and the Ugly"

50 / 155 papers shown

Title
Generalizable Prompt Learning of CLIP: A Brief Overview Fangming Cui Yonggang Zhang Xuan Wang Xule Wang Liang Xiao VPVLM VLM 260 0 0 03 Mar 2025
InPK: Infusing Prior Knowledge into Prompt for Vision-Language Models Shuchang Zhou Jiwei Wei Shiyuan He Yuyang Zhou Chaoning Zhang Jie Zou Ning Xie Yang Yang VLM VPVLM 90 0 0 27 Feb 2025
Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Review Pablo Moriano Steven C. Hespeler Mingyan Li Maria Mahbub AAML 80 0 0 21 Nov 2024
Tree of Attributes Prompt Learning for Vision-Language Models Tong Ding Wanhua Li Zhongqi Miao Hanspeter Pfister VLM 61 1 0 15 Oct 2024
Large Vision Model-Enhanced Digital Twin with Deep Reinforcement Learning for User Association and Load Balancing in Dynamic Wireless Networks Zhenyu Tao Wei Xu Xiaohu You 39 1 0 10 Oct 2024
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot DiffM 36 0 0 31 Aug 2024
Advancing Prompt Learning through an External Layer Fangming Cui Xun Yang Chao Wu Liang Xiao Xinmei Tian VLM 43 1 0 29 Jul 2024
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning Bac Nguyen Stefan Uhlich Fabien Cardinaux Lukas Mauch Marzieh Edraki Aaron Courville OODD CLL VLM 62 3 0 03 Jul 2024
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho Robert Hoehndorf Yuan He Ian Horrocks 55 4 0 16 Jun 2024
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization Gjorgjina Cenikj Ana Nikolikj Gašper Petelin Niki van Stein Carola Doerr T. Eftimov 59 1 0 08 Jun 2024
MS-IMAP -- A Multi-Scale Graph Embedding Approach for Interpretable Manifold Learning Shay Deutsch Lionel Yelibi Alex Tong Lin Arjun Ravi Kannan 56 1 0 04 Jun 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 41 10 0 15 Apr 2024
Cross-Modal Coordination Across a Diverse Set of Input Modalities Jorge Sánchez Rodrigo Laguna VLM 49 0 0 29 Jan 2024
Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization Yuhang Zang Hanlin Goh Josh Susskind Chen Huang VLM 47 11 0 29 Jan 2024
Low-Resource Vision Challenges for Foundation Models Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 32 5 0 09 Jan 2024
Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning Chenyi Jiang Haofeng Zhang CoGe 36 5 0 26 Dec 2023
SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot VLM 46 0 0 20 Dec 2023
Large Language Models Are Zero-Shot Text Classifiers Zhiqiang Wang Yiran Pang Yanbin Lin 23 30 0 02 Dec 2023
Query by Activity Video in the Wild Tao Hu William Thong Pascal Mettes Cees G. M. Snoek 26 0 0 23 Nov 2023
Telling Stories for Common Sense Zero-Shot Action Recognition Shreyank N. Gowda Carolina Scarton LM&Ro 40 2 0 29 Sep 2023
Named Entity Resolution in Personal Knowledge Graphs Mayank Kejriwal 20 2 0 22 Jul 2023
Towards Open-World Segmentation of Parts Tai-Yu Pan Qing Liu Wei-Lun Chao Brian L. Price OCL 37 14 0 26 May 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting Xingchen Wan Ruoxi Sun H. Dai Sercan O. Arik Tomas Pfister ReLM OffRL LRM 23 48 0 23 May 2023
Zero-shot Temporal Relation Extraction with ChatGPT Chenhan Yuan Qianqian Xie Sophia Ananiadou 35 78 0 11 Apr 2023
Synthetic Sample Selection for Generalized Zero-Shot Learning Shreyank N. Gowda 35 16 0 06 Apr 2023
HazardNet: Road Debris Detection by Augmentation of Synthetic Models Tae Eun Choe Jane Wu Xiao-Hui Lin Karen Kwon Min-Gyu Park 38 3 0 14 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 36 0 0 08 Feb 2023
PACO: Parts and Attributes of Common Objects Vignesh Ramanathan Anmol Kalia Vladan Petrovic Yiqian Wen Baixue Zheng ... Abhishek Kadian Amir Mousavi Yi-Zhe Song Abhimanyu Dubey D. Mahajan VLM 30 95 0 04 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 29 18 0 03 Jan 2023
Localized Latent Updates for Fine-Tuning Vision-Language Models Moritz Ibing I. Lim Leif Kobbelt VLM 26 1 0 13 Dec 2022
Evolutionary Generalized Zero-Shot Learning Dubing Chen Haofeng Zhang Yang Long VLM 38 1 0 23 Nov 2022
Open-vocabulary Attribute Detection M. A. Bravo Sudhanshu Mittal Simon Ging Thomas Brox VLM ObjD 19 30 0 23 Nov 2022
Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning Chen Jiang Dubing Chen Shidong Wang Yuming Shen Haofeng Zhang Beijing CoGe 35 6 0 19 Nov 2022
Lesion Guided Explainable Few Weak-shot Medical Report Generation Jinghan Sun Dong Wei Liansheng Wang Yefeng Zheng MedIm 24 12 0 16 Nov 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation Danni Liu Jan Niehues 21 5 0 02 Nov 2022
Unified Vision and Language Prompt Learning Yuhang Zang Wei Li Kaiyang Zhou Chen Huang Chen Change Loy VLM VPVLM 14 149 0 13 Oct 2022
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation Youngmin Oh Donghyeon Baek Bumsub Ham CLL 27 25 0 13 Oct 2022
Flexible Job Classification with Zero-Shot Learning Thom Lake VLM 18 1 0 30 Aug 2022
Novel Class Discovery without Forgetting K. J. Joseph S. Paul Gaurav Aggarwal Soma Biswas Piyush Rai Kai Han V. Balasubramanian CLL 54 43 0 21 Jul 2022
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer Su He Taian Guo Tao Dai Ruizhi Qiao Bo Ren Shutao Xia VLM 78 49 0 05 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
Prefix Conditioning Unifies Language and Label Supervision Kuniaki Saito Kihyuk Sohn Xinming Zhang Chun-Liang Li Chen-Yu Lee Kate Saenko Tomas Pfister VLM CLIP 39 16 0 02 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
jTrans: Jump-Aware Transformer for Binary Code Similarity Hao Wang Wenjie Qu Gilad Katz Wenyu Zhu Zeyu Gao Han Qiu Jianwei Zhuge Chao Zhang 21 119 0 25 May 2022
Transferring Chemical and Energetic Knowledge Between Molecular Systems with Machine Learning Sajjad Heydari S. Raniolo L. Livi V. Limongelli 32 2 0 06 May 2022
Generalized Knowledge Distillation via Relationship Matching Han-Jia Ye Su Lu De-Chuan Zhan FedML 22 20 0 04 May 2022
Deconstructed Generation-Based Zero-Shot Model Dubing Chen Yuming Shen Haofeng Zhang Philip Torr 35 7 0 24 Apr 2022
Unified Contrastive Learning in Image-Text-Label Space Jianwei Yang Chunyuan Li Pengchuan Zhang Bin Xiao Ce Liu Lu Yuan Jianfeng Gao VLM SSL 56 221 0 07 Apr 2022
StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis Zhiheng Li Martin Renqiang Min Keqin Li Chenliang Xu EGVM 43 39 0 29 Mar 2022
Hybrid Routing Transformer for Zero-Shot Learning Dezhong Cheng Gerong Wang Boshen Wang Qiang Zhang Jungong Han Dingwen Zhang 31 69 0 29 Mar 2022