Rethinking Knowledge Graph Propagation for Zero-Shot Learning

29 May 2018

Michael C. Kampffmeyer

Xiaodan Liang

Papers citing "Rethinking Knowledge Graph Propagation for Zero-Shot Learning"

50 / 135 papers shown

Title
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
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
GraphVL: Graph-Enhanced Semantic Modeling via Vision-Language Models for Generalized Class Discovery Bhupendra S. Solanki Ashwin Nair Mainak Singha Souradeep Mukhopadhyay Ankit Jha Biplab Banerjee VLM 26 1 0 04 Nov 2024
Proof of Thought : Neurosymbolic Program Synthesis allows Robust and Interpretable Reasoning Debargha Ganguly Srinivasan Iyengar Vipin Chaudhary Shivkumar Kalyanaraman LRM 32 2 0 25 Sep 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
KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation Anantaa Kotal Brandon Luton Anupam Joshi 34 1 0 26 May 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
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
Interactive Visual Task Learning for Robots Weiwei Gu Anant Sah N. Gopalan 43 4 0 20 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
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
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
PVG: Progressive Vision Graph for Vision Recognition Jiafu Wu Jian Li Jiangning Zhang Boshen Zhang M. Chi Yabiao Wang Chengjie Wang ViT 15 12 0 01 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
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 26 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
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
A Network Science perspective of Graph Convolutional Networks: A survey Mingshan Jia Bogdan Gabrys Katarzyna Musial GNN 32 7 0 12 Jan 2023
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning Sandipan Sarma Arijit Sur VLM 21 1 0 31 Dec 2022
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
Contrastive Language-Image Pre-Training with Knowledge Graphs Xuran Pan Tianzhu Ye Dongchen Han S. Song Gao Huang VLM CLIP 22 43 0 17 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 34 3 0 11 Oct 2022
Graph Classification via Discriminative Edge Feature Learning Yang Yi Xuequan Lu Shang Gao A. Robles-Kelly Yuejie Zhang GNN 31 7 0 05 Oct 2022
GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials Xun Liu Alex Hay-Man Ng Fangyu Lei Yikuan Zhang Zhengmin Li GNN 22 2 0 30 Sep 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 27 73 0 27 Sep 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
Neural Message Passing for Visual Relationship Detection Yue Hu Siheng Chen Xu Chen Ya-Qin Zhang Xiao Gu 36 17 0 08 Aug 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
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning Zhuo Chen Yufen Huang Jiaoyan Chen Yuxia Geng Wen Zhang Yin Fang Jeff Z. Pan Huajun Chen VLM 29 64 0 04 Jul 2022
Category-Agnostic 6D Pose Estimation with Conditional Neural Processes Yumeng Li Ni Gao Hanna Ziesche Gerhard Neumann 26 5 0 14 Jun 2022
Disentangled Ontology Embedding for Zero-shot Learning Yuxia Geng Jiaoyan Chen Wen Zhang Yajing Xu Zhuo Chen Jeff Z. Pan Yufen Huang Feiyu Xiong Hua-zeng Chen 12 23 0 08 Jun 2022
Recognition of Unseen Bird Species by Learning from Field Guides Andrés C. Rodríguez Stefano Dáronco Rodrigo Caye Daudt Jan Dirk Wegner Konrad Schindler 17 1 0 03 Jun 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 17 1 0 25 May 2022
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations Lingjie Mei Jiayuan Mao Ziqi Wang Chuang Gan J. Tenenbaum VLM 27 21 0 30 Mar 2022
End-to-End Active Speaker Detection Juan Carlos León Alcázar M. Cordes Chen Zhao Bernard Ghanem 24 27 0 27 Mar 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 19 40 0 20 Mar 2022
MetaDT: Meta Decision Tree with Class Hierarchy for Interpretable Few-Shot Learning Baoquan Zhang Hao Jiang Xutao Li Shanshan Feng Yunming Ye Rui Ye 11 4 0 03 Mar 2022
Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification Kai Yi Xiaoqian Shen Yunhao Gou Mohamed Elhoseiny 26 19 0 02 Mar 2022
Directed Graph Auto-Encoders Georgios Kollias Vasileios Kalantzis Tsuyoshi Idé A. Lozano Naoki Abe BDL GNN 28 34 0 25 Feb 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 19 23 0 27 Jan 2022
BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR Ushasi Chaudhuri Ruchika Chavan Biplab Banerjee Anjan Dutta Zeynep Akata 14 17 0 17 Jan 2022
Debiased Learning from Naturally Imbalanced Pseudo-Labels Xudong Wang Zhi-Li Wu Long Lian Stella X. Yu 34 92 0 05 Jan 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 30 43 0 18 Dec 2021
Neuromorphic Camera Denoising using Graph Neural Network-driven Transformers Yusra Alkendi Rana Azzam Abdulla Ayyad S. Javed Lakmal Seneviratne Yahya Zweiri ViT 31 30 0 17 Dec 2021
Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation Bichen Wu Rui Cheng Peizhao Zhang Tianren Gao Peter Vajda Joseph E. Gonzalez VLM 11 45 0 17 Dec 2021