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"

39 / 39 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 31 0 0 10 Mar 2025
KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation Anantaa Kotal Brandon Luton Anupam Joshi 23 1 0 26 May 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 34 5 0 11 Mar 2024
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA) U. Nazir W. Islam M. Taj 16 3 0 25 Mar 2023
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning Sandipan Sarma Arijit Sur VLM 13 1 0 31 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 22 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
GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials Xun Liu Alex Hay-Man Ng Fangyu Lei Yikuan Zhang Zhengmin Li GNN 22 1 0 30 Sep 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 24 64 0 04 Jul 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 12 21 0 30 Mar 2022
End-to-End Active Speaker Detection Juan Carlos León Alcázar M. Cordes Chen Zhao Bernard Ghanem 22 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 11 40 0 20 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
TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning Shiming Chen Zi-Quan Hong Wenjin Hou Guosen Xie Yibing Song Jian-jun Zhao Xinge You Shuicheng Yan Ling Shao ViT 17 44 0 16 Dec 2021
Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters Takanori Maehara Hoang NT 32 2 0 05 Nov 2021
Cycle Representation Learning for Inductive Relation Prediction Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Chao Chen 19 20 0 06 Oct 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 34 24 0 11 Jun 2021
Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation Rui Cheng Bichen Wu Peizhao Zhang Peter Vajda Joseph E. Gonzalez CLIP VLM 21 31 0 18 Apr 2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning Chaoqun Wang Xuejin Chen Shaobo Min Xiaoyan Sun Houqiang Li VLM 26 18 0 05 Apr 2021
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation Rongjie Li Songyang Zhang Bo Wan Xuming He 182 214 0 01 Apr 2021
OntoZSL: Ontology-enhanced Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuo Chen Jeff Z. Pan Zhiquan Ye Zonggang Yuan Yantao Jia Huajun Chen VLM 28 80 0 15 Feb 2021
Improving Zero Shot Learning Baselines with Commonsense Knowledge Abhinaba Roy Deepanway Ghosal Erik Cambria Navonil Majumder Rada Mihalcea Soujanya Poria BDL VLM 24 29 0 11 Dec 2020
Towards Zero-Shot Learning with Fewer Seen Class Examples Vinay K. Verma Ashish Mishra Anubha Pandey H. Murthy Piyush Rai VLM 28 15 0 14 Nov 2020
Attribute Propagation Network for Graph Zero-shot Learning Lu Liu Tianyi Zhou Guodong Long Jing Jiang Chengqi Zhang VLM 16 75 0 24 Sep 2020
Implicit Graph Neural Networks Fangda Gu Heng Chang Wenwu Zhu Somayeh Sojoudi L. Ghaoui GNN 18 147 0 14 Sep 2020
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSeg 28 10 0 03 Sep 2020
Few-Shot Object Detection via Knowledge Transfer Geonuk Kim Hong G Jung Seong-Whan Lee ObjD 19 27 0 28 Aug 2020
Ontology-guided Semantic Composition for Zero-Shot Learning Jiaoyan Chen Freddy Lecue Yuxia Geng Jeff Z. Pan Huajun Chen VLM 17 15 0 30 Jun 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 19 53 0 29 Apr 2020
Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg SSL 17 35 0 21 Apr 2020
Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations Shuhao Cui Shuhui Wang Junbao Zhuo Liang Li Qingming Huang Q. Tian 16 359 0 27 Mar 2020
Deep Graph Similarity Learning: A Survey Guixiang Ma Nesreen Ahmed Theodore L. Willke Philip S. Yu GNN 19 76 0 25 Dec 2019
Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model Wei Li Jingjing Xu Yancheng He Shengli Yan Yunfang Wu Xu Sun 12 47 0 04 Jun 2019
PAN: Path Integral Based Convolution for Deep Graph Neural Networks Zheng Ma Ming Li Yuguang Wang GNN 15 24 0 24 Apr 2019
Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization Junbao Zhuo Shuhui Wang Shuhao Cui Qingming Huang 14 35 0 18 Apr 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 28 5,397 0 20 Dec 2018
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 238 3,234 0 24 Nov 2016