Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs

21 March 2018

Papers citing "Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs"

50 / 254 papers shown

Title
Generalized Visual Relation Detection with Diffusion Models Kaifeng Gao Siqi Chen Hanwang Zhang Jun Xiao Yueting Zhuang Qianru Sun 37 0 0 16 Apr 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye X. Chen Siqiang Luo 3DV 41 0 0 08 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
Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible Lin Jia Wen-Chao Hu Jie-Jing Shao Lan-Zhe Guo Yu-Feng Li OffRL 46 0 0 17 Mar 2025
MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification Xiangyan Qu Jing Yu Jiamin Zhuang Gaopeng Gou Gang Xiong Qi Wu VLM 49 0 0 10 Mar 2025
A Zero-shot Learning Method Based on Large Language Models for Multi-modal Knowledge Graph Embedding Bingchen Liu Jingchen Li Naixing Xu X. Li 33 0 0 10 Mar 2025
Visual-Semantic Graph Matching Net for Zero-Shot Learning Bowen Duan Shiming Chen Yufei Guo Guo-Sen Xie Weiping Ding Yisong Wang 73 0 0 18 Nov 2024
Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning Pengfei Jin Peng Shu Sekeun Kim Qing Xiao S. Song Cheng Chen Tianming Liu Xiang Li Quanzheng Li 40 1 0 13 Oct 2024
ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning Wenjin Hou Dingjie Fu Kun Li Shiming Chen Hehe Fan Yi Yang Mamba 36 1 0 27 Aug 2024
Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning Xiangyang Qu Jing Yu Keke Gai Jiamin Zhuang Yuanmin Tang Gang Xiong Gaopeng Gou Qi Wu 43 2 0 22 Jul 2024
LLM meets Vision-Language Models for Zero-Shot One-Class Classification Yassir Bendou G. Lioi Bastien Pasdeloup Lukas Mauch G. B. Hacene Fabien Cardinaux Vincent Gripon VLM MLLM 46 0 0 31 Mar 2024
Fusing Domain-Specific Content from Large Language Models into Knowledge Graphs for Enhanced Zero Shot Object State Classification Filippos Gouidis Katerina Papantoniou Konstantinos Papoutsakis Theodore Patkos Antonis Argyros Dimitris Plexousakis 19 7 0 18 Mar 2024
Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction Asma Sattar Georgios Deligiorgis Marco Trincavelli Davide Bacciu OOD 24 0 0 17 Mar 2024
Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image Recognition Hefeng Wu Guangzhi Ye Ziyang Zhou Ling Tian Qing Wang Liang Lin 24 3 0 13 Jan 2024
A Survey on Verification and Validation, Testing and Evaluations of Neurosymbolic Artificial Intelligence Justus Renkhoff Ke-ke Feng Marc Meier-Doernberg Alvaro Velasquez Houbing Herbert Song 31 8 0 06 Jan 2024
A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties Junfei Xiao Ziqi Zhou Wenxuan Li Shiyi Lan Jieru Mei Zhiding Yu Alan L. Yuille Yuyin Zhou Cihang Xie VLM 19 1 0 21 Dec 2023
Interactive Visual Task Learning for Robots Weiwei Gu Anant Sah N. Gopalan 40 4 0 20 Dec 2023
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
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
Generalized zero-shot audio-to-intent classification Veera Raghavendra Elluru Devang Kulshreshtha Rohit Paturi S. Bodapati S. Ronanki 19 1 0 04 Nov 2023
Recognize Any Regions Haosen Yang Chuofan Ma Bin Wen Yi-Xin Jiang Zehuan Yuan Xiatian Zhu ObjD VLM 43 3 0 02 Nov 2023
ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms William Yang Byron Zhang Olga Russakovsky OODD 35 12 0 03 Oct 2023
Introducing Language Guidance in Prompt-based Continual Learning Muhammad Gul Zain Ali Khan Muhammad Ferjad Naeem Luc Van Gool D. Stricker F. Tombari Muhammad Zeshan Afzal VLM CLL 14 46 0 30 Aug 2023
CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No Hualiang Wang Yi Li Huifeng Yao X. Li VLM OODD 32 94 0 23 Aug 2023
Image-free Classifier Injection for Zero-Shot Classification Anders Christensen Massimiliano Mancini A. Sophia Koepke Ole Winther Zeynep Akata VLM 45 9 0 21 Aug 2023
Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery Hongqiu Wang Lei Zhu Guang Yang Yi-Ting Guo Shenmin Zhang Bo Xu Yueming Jin VOS 28 0 0 18 Aug 2023
KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification Likang Wu Junji Jiang Hongke Zhao Hao Wang Defu Lian Mengdi Zhang Enhong Chen 22 4 0 15 Aug 2023
Geometry-Aware Adaptation for Pretrained Models Nicholas Roberts Xintong Li Dyah Adila Sonia Cromp Tzu-Heng Huang Jitian Zhao Frederic Sala VLM 26 1 0 23 Jul 2023
Leveraging Knowledge Graphs for Zero-Shot Object-agnostic State Classification Filipos Gouidis T. Patkos Antonis Argyros Dimitris Plexousakis 23 1 0 22 Jul 2023
Sample-Efficient Learning of Novel Visual Concepts Sarthak Bhagat Simon Stepputtis Joseph Campbell Katia P. Sycara 49 8 0 15 Jun 2023
Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation Likang Wu Zhi Li Hongke Zhao Zhe-Feng Wang Qi Liu Baoxing Huai N. Yuan Enhong Chen 29 7 0 14 Jun 2023
DHBE: Data-free Holistic Backdoor Erasing in Deep Neural Networks via Restricted Adversarial Distillation Zhicong Yan Shenghong Li Ruijie Zhao Yuan Tian Yuanyuan Zhao AAML 36 11 0 13 Jun 2023
Dynamic Interactive Relation Capturing via Scene Graph Learning for Robotic Surgical Report Generation Hongqiu Wang Yueming Jin Lei Zhu 14 16 0 05 Jun 2023
CLIPGraphs: Multimodal Graph Networks to Infer Object-Room Affinities A. Agrawal Raghav Arora Ahana Datta Snehasis Banerjee Brojeshwar Bhowmick Krishna Murthy Jatavallabhula Mohan Sridharan Madhava Krishna 22 2 0 02 Jun 2023
Epistemic Graph: A Plug-And-Play Module For Hybrid Representation Learning Jin Yuan Yang Zhang Yangzhou Du Zhongchao Shi Xin Geng Jianping Fan Yong Rui 23 0 0 30 May 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
Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models Lin Li Jun Xiao Guikun Chen Jian Shao Yueting Zhuang Long Chen VLM 27 25 0 21 May 2023
The Benefits of Label-Description Training for Zero-Shot Text Classification Lingyu Gao Debanjan Ghosh Kevin Gimpel VLM 102 11 0 03 May 2023
Analogy-Forming Transformers for Few-Shot 3D Parsing N. Gkanatsios M. Singh Zhaoyuan Fang Shubham Tulsiani Katerina Fragkiadaki 3DPC 3DV 21 2 0 27 Apr 2023
Item Graph Convolution Collaborative Filtering for Inductive Recommendations Edoardo DÁmico Khalil Muhammad E. Tragos Barry Smyth N. Hurley A. Lawlor GNN 16 6 0 28 Mar 2023
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA) U. Nazir W. Islam M. Taj 18 3 0 25 Mar 2023
Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer Wen Zhang Yushan Zhu Mingyang Chen Yuxia Geng Yufen Huang Yajing Xu Wenting Song Hua-zeng Chen 49 26 0 03 Mar 2023
BB-GCN: A Bi-modal Bridged Graph Convolutional Network for Multi-label Chest X-Ray Recognition Guoli Wang Pingping Wang Jinyu Cong Kun-Meng Liu Benzheng Wei 16 3 0 22 Feb 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
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 34 667 0 08 Feb 2023
Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning Jiwei Wei Yang Yang Zeyu Ma Jingjing Li Xing Xu H. Shen 25 2 0 26 Dec 2022
Learning Domain Invariant Prompt for Vision-Language Models Cairong Zhao Yubin Wang Xinyang Jiang Yifei Shen Kaitao Song Dongsheng Li Duoqian Miao VLM VPVLM 14 23 0 08 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
A survey on knowledge-enhanced multimodal learning Maria Lymperaiou Giorgos Stamou 38 13 0 19 Nov 2022
GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs Xin Liu Xiaofei Shao Boqian Wang Yali Li Shengjin Wang GNN 35 32 0 19 Oct 2022