PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot Learning

26 June 2022

Papers citing "PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot Learning"

24 / 24 papers shown

Title
Neuro-Symbolic AI in 2024: A Systematic Review Brandon C. Colelough William Regli NAI 161 13 0 09 Jan 2025
Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images Zhuowan Li Elias Stengel-Eskin Yixiao Zhang Cihang Xie Q. Tran Benjamin Van Durme Alan Yuille VLM 63 15 0 01 Oct 2021
Faster-LTN: a neuro-symbolic, end-to-end object detection architecture Francesco Manigrasso Filomeno Davide Miro Lia Morra Fabrizio Lamberti ObjD 55 14 0 05 Jul 2021
Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases M. V. Bekkum M. D. Boer F. V. Harmelen André Meyer-Vitali A. T. Teije 65 74 0 23 Feb 2021
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 176 212 0 25 Dec 2020
Inductive Biases for Deep Learning of Higher-Level Cognition Anirudh Goyal Yoshua Bengio AI4CE 93 365 0 30 Nov 2020
From Statistical Relational to Neuro-Symbolic Artificial Intelligence Luc de Raedt Sebastijan Dumancic Robin Manhaeve Giuseppe Marra NAI 73 104 0 18 Mar 2020
Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation Ivan Donadello Luciano Serafini 73 25 0 01 Oct 2019
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering Ramakrishna Vedantam Karan Desai Stefan Lee Marcus Rohrbach Dhruv Batra Devi Parikh NAI BDL 87 87 0 21 Feb 2019
Transductive Zero-Shot Learning with Visual Structure Constraint Bo Liu Dongdong Chen Yan-Ran Li Xingguang Yan Junge Zhang Yizhou Yu Jing Liao 127 86 0 06 Jan 2019
Generalized Zero-Shot Recognition based on Visually Semantic Embedding Pengkai Zhu Hanxiao Wang Venkatesh Saligrama 69 80 0 19 Nov 2018
Generative Dual Adversarial Network for Generalized Zero-shot Learning He Huang Chang-Dong Wang Philip S. Yu Chang-Dong Wang GAN 107 222 0 12 Nov 2018
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 88 614 0 04 Oct 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 272 1,187 0 27 Jun 2018
Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye Yuhong Guo VLM 124 66 0 18 May 2018
Generalized Zero-Shot Learning via Synthesized Examples Vinay Kumar Verma Gundeep Arora Ashish Mishra Piyush Rai 84 452 0 11 Dec 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 318 4,054 0 16 Nov 2017
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation Tarek R. Besold Artur Garcez Sebastian Bader Howard L. Bowman Pedro M. Domingos ... P. Lima L. Penning Gadi Pinkas Hoifung Poon Gerson Zaverucha LRM AI4CE 93 347 0 10 Nov 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 177 1,572 0 03 Jul 2017
Logic Tensor Networks for Semantic Image Interpretation Ivan Donadello Luciano Serafini Artur Garcez 102 212 0 24 May 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 307 8,164 0 15 Mar 2017
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 153 705 0 15 Nov 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 136 738 0 02 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015