Learning a Deep Embedding Model for Zero-Shot Learning

15 November 2016

Li Zhang

Papers citing "Learning a Deep Embedding Model for Zero-Shot Learning"

50 / 291 papers shown

Title
ResNetVLLM -- Multi-modal Vision LLM for the Video Understanding Task Ahmad Khalil Mahmoud Khalil A. Ngom VLM 42 1 0 20 Apr 2025
Logits DeConfusion with CLIP for Few-Shot Learning Shuo Li F. Liu Zehua Hao X. Wang Lingling Li X. Liu Puhua Chen Wenping Ma VLM 49 0 0 16 Apr 2025
Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning Huajie Jiang Z. Li Xiaohan Yu Yongli Hu Baocai Yin Jian Yang Yuankai Qi VLM 38 0 0 29 Mar 2025
Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems Sejong Kim Hyunseo Song Hyunwoo Seo Hyunjun Kim RALM 77 0 0 19 Mar 2025
PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning Man Liu H. Bai Feng-Qiang Li Chunjie Zhang Y. X. Wei Meng Wang Tat-Seng Chua Yao Zhao 32 0 0 15 Oct 2024
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey Jingcai Guo Zhijie Rao Zhi Chen Song Guo Jingren Zhou Dacheng Tao 33 3 0 09 Aug 2024
Masks and Manuscripts: Advancing Medical Pre-training with End-to-End Masking and Narrative Structuring Shreyank N. Gowda David A. Clifton MedIm 29 1 0 23 Jul 2024
Attention Based Simple Primitives for Open World Compositional Zero-Shot Learning Ans Munir Faisal Z. Qureshi Muhammad Haris Khan Mohsen Ali CoGe 46 0 0 18 Jul 2024
Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition Anqi Zhu Qiuhong Ke Mingming Gong James Bailey 24 6 0 19 Jun 2024
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning Man Liu H. Bai Feng Li Chunjie Zhang Yunchao Wei Meng Wang Tat-Seng Chua VLM 45 0 0 05 Jun 2024
Dual Relation Mining Network for Zero-Shot Learning Jinwei Han Yingguo Gao Zhiwen Lin Ke Yan Shouhong Ding Yuan Gao Gui-Song Xia 29 0 0 06 May 2024
AAPL: Adding Attributes to Prompt Learning for Vision-Language Models Gahyeon Kim Sohee Kim Seokju Lee VLM 25 5 0 25 Apr 2024
Dual Expert Distillation Network for Generalized Zero-Shot Learning Zhijie Rao Jingcai Guo Xiaocheng Lu Jingming Liang Jie M. Zhang Haozhao Wang Kang Wei Xiaofeng Cao FedML 30 3 0 25 Apr 2024
Neural Plasticity-Inspired Multimodal Foundation Model for Earth Observation Zhitong Xiong Yi Wang Fahong Zhang Adam J. Stewart Joelle Hanna Damian Borth Ioannis Papoutsis B. L. Saux Gustau Camps-Valls Xiao Xiang Zhu AI4CE 74 12 0 22 Mar 2024
Sentinel-Guided Zero-Shot Learning: A Collaborative Paradigm without Real Data Exposure Fan Wan Xingyu Miao Haoran Duan Jingjing Deng Rui Gao Yang Long VLM 39 4 0 14 Mar 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 37 5 0 11 Mar 2024
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models Zheng Li Xiang Li Xinyi Fu Xing Zhang Weiqiang Wang Shuo Chen Jian Yang VLM 33 35 0 05 Mar 2024
Synthesizing Knowledge-enhanced Features for Real-world Zero-shot Food Detection Pengfei Zhou Weiqing Min Jiajun Song Yang Zhang Shuqiang Jiang 27 10 0 14 Feb 2024
ActionHub: A Large-scale Action Video Description Dataset for Zero-shot Action Recognition Jiaming Zhou Junwei Liang Kun-Yu Lin Jinrui Yang Wei-Shi Zheng VLM 19 8 0 22 Jan 2024
Challenge design roadmap Hugo Jair Escalante Isabelle M Guyon Addison Howard Walter Reade Sébastien Treguer AI4TS 26 0 0 15 Jan 2024
3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data Linlin Zhang Xiang Yu Armstrong Aboah Y. Adu-Gyamfi 3DPC 28 0 0 13 Jan 2024
Low-Resource Vision Challenges for Foundation Models Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 24 5 0 09 Jan 2024
ParsNets: A Parsimonious Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning Jingcai Guo Qihua Zhou Ruibin Li Xiaocheng Lu Ziming Liu Junyang Chen Xin Xie Jie M. Zhang 71 4 0 15 Dec 2023
Estimation of embedding vectors in high dimensions G. A. Azar M. Emami A. Fletcher Sundeep Rangan 19 1 0 12 Dec 2023
Large Language Models are Good Prompt Learners for Low-Shot Image Classification Zhao-Heng Zheng Jingmin Wei Xuefeng Hu Haidong Zhu Ramkant Nevatia VLM 17 4 0 07 Dec 2023
Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning Vinay K. Verma Nikhil Mehta Kevin J Liang Aakansha Mishra Lawrence Carin BDL VLM 31 2 0 02 Dec 2023
OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition Tom Tongjia Chen Hongshan Yu Zhengeng Yang Zechuan Li Wei Sun Chen Chen 15 7 0 30 Nov 2023
Align before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition Yifei Chen Dapeng Chen Ruijin Liu Sai Zhou Wenyuan Xue Wei Peng 25 6 0 27 Nov 2023
Attribute-Aware Representation Rectification for Generalized Zero-Shot Learning Zhijie Rao Jingcai Guo Xiaocheng Lu Qihua Zhou Jiewei Zhang Kang Wei Chenxin Li Song Guo 23 6 0 23 Nov 2023
ChatGPT-guided Semantics for Zero-shot Learning Fahimul Hoque Shubho T. Chowdhury A. Cheraghian Morteza Saberi Nabeel Mohammed Shafin Rahman VLM 19 0 0 18 Oct 2023
Zero-Shot Object Counting with Language-Vision Models Jingyi Xu Hieu M. Le Dimitris Samaras VLM DiffM 29 4 0 22 Sep 2023
Introspective Deep Metric Learning Cheng-Hao Wang Wenzhao Zheng Zheng Hua Zhu Jie Zhou Jiwen Lu UQCV 28 12 0 11 Sep 2023
Bridging the Projection Gap: Overcoming Projection Bias Through Parameterized Distance Learning Chong Zhang Mingyu Jin Qinkai Yu Haochen Xue Shreyank N Gowda Xiaobo Jin 13 0 0 04 Sep 2023
Continual Zero-Shot Learning through Semantically Guided Generative Random Walks Wenxuan Zhang Paul Janson Kai Yi Ivan Skorokhodov Mohamed Elhoseiny VLM 34 3 0 23 Aug 2023
Image-free Classifier Injection for Zero-Shot Classification Anders Christensen Massimiliano Mancini A. Sophia Koepke Ole Winther Zeynep Akata VLM 39 9 0 21 Aug 2023
Fuzzy Logic Visual Network (FLVN): A neuro-symbolic approach for visual features matching Francesco Manigrasso Lia Morra Fabrizio Lamberti 16 1 0 29 Jul 2023
An Integral Projection-based Semantic Autoencoder for Zero-Shot Learning William Heyden H. Ullah M. S. Siddiqui Fadi Al-Machot VLM 16 4 0 26 Jun 2023
Multimodal Zero-Shot Learning for Tactile Texture Recognition G. Cao Jiaqi Jiang Danushka Bollegala Min Li Shan Luo 11 12 0 22 Jun 2023
CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning Zhao-Heng Zheng Haidong Zhu Ramkant Nevatia CoGe 26 7 0 26 May 2023
Human-machine knowledge hybrid augmentation method for surface defect detection based few-data learning Yuanshi Gonga Xiaoqiao Wanga Chichun Zhou 29 5 0 27 Apr 2023
Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting Syed Talal Wasim Muzammal Naseer Salman Khan F. Khan M. Shah VLM VPVLM 28 73 0 06 Apr 2023
If At First You Don't Succeed: Test Time Re-ranking for Zero-shot, Cross-domain Retrieval Finlay G. C. Hudson W. Smith ViT 38 1 0 30 Mar 2023
Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning Man Liu Feng Li Chunjie Zhang Yunchao Wei H. Bai Yao-Min Zhao 45 38 0 27 Mar 2023
Video Action Recognition with Attentive Semantic Units Yifei Chen Dapeng Chen Ruijin Liu Hao Li Wei Peng 19 11 0 17 Mar 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
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? Chengwei Qin Aston Zhang Zhuosheng Zhang Jiaao Chen Michihiro Yasunaga Diyi Yang LM&MA AI4MH LRM ELM 32 667 0 08 Feb 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 18 18 0 03 Jan 2023
Fine-tuned CLIP Models are Efficient Video Learners H. Rasheed Muhammad Uzair Khattak Muhammad Maaz Salman Khan F. Khan CLIP VLM 21 148 0 06 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 27 51 0 05 Dec 2022