Zero-Shot Learning Through Cross-Modal Transfer

16 January 2013

Christopher D. Manning

Papers citing "Zero-Shot Learning Through Cross-Modal Transfer"

50 / 253 papers shown

Title
Semantically Invariant Text-to-Image Generation Shagan Sah D. Peri Ameya Shringi Chi Zhang Miguel Domínguez Andreas E. Savakis R. Ptucha EGVM 25 9 0 27 Sep 2018
Open-world Learning and Application to Product Classification Hu Xu Bing-Quan Liu Lei Shu P. Yu CLL VLM 35 110 0 17 Sep 2018
Towards Effective Deep Embedding for Zero-Shot Learning Lei Zhang Peng Wang Lingqiao Liu Chunhua Shen Wei Wei Yanning Zhang Anton Van Den Hengel VLM 13 71 0 30 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 29 71 0 14 Aug 2018
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance Ramprasaath R. Selvaraju Prithvijit Chattopadhyay Mohamed Elhoseiny Tilak Sharma Dhruv Batra Devi Parikh Stefan Lee 38 35 0 08 Aug 2018
Autoencoder Based Sample Selection for Self-Taught Learning Siwei Feng Han Yu Marco F. Duarte SSL 30 11 0 05 Aug 2018
A Zero-Shot Framework for Sketch-based Image Retrieval Sasi Kiran Yelamarthi M. K. Reddy Ashish Mishra Anurag Mittal 27 185 0 31 Jul 2018
Zero-shot keyword spotting for visual speech recognition in-the-wild Themos Stafylakis Georgios Tzimiropoulos 35 38 0 23 Jul 2018
Neural Cross-Lingual Coreference Resolution and its Application to Entity Linking Gourab Kundu Avirup Sil Radu Florian Wael Hamza 32 29 0 26 Jun 2018
Multimodal Grounding for Language Processing Lisa Beinborn Teresa Botschen Iryna Gurevych 22 32 0 17 Jun 2018
GILE: A Generalized Input-Label Embedding for Text Classification Nikolaos Pappas James Henderson AI4TS AILaw VLM 27 79 0 16 Jun 2018
Learning Factorized Multimodal Representations Yao-Hung Hubert Tsai Paul Pu Liang Amir Zadeh Louis-Philippe Morency Ruslan Salakhutdinov DRL 63 402 0 16 Jun 2018
Rethinking Knowledge Graph Propagation for Zero-Shot Learning Michael C. Kampffmeyer Yinbo Chen Xiaodan Liang Hao Wang Yujia Zhang Eric Xing 29 303 0 29 May 2018
Stacked Semantic-Guided Attention Model for Fine-Grained Zero-Shot Learning YunLong Yu Zhong Ji Yanwei Fu Jichang Guo Yanwei Pang Zhongfei Zhang VLM 24 27 0 21 May 2018
Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye Yuhong Guo VLM 24 66 0 18 May 2018
Zero-Shot Dialog Generation with Cross-Domain Latent Actions Tiancheng Zhao M. Eskénazi VLM 27 76 0 13 May 2018
Building Disease Detection Algorithms with Very Small Numbers of Positive Samples Ken C. L. Wong Alexandros Karargyris T. Syeda-Mahmood Mehdi Moradi 16 13 0 07 May 2018
Learning Conceptual Space Representations of Interrelated Concepts Zied Bouraoui Steven Schockaert SSL 30 14 0 03 May 2018
Sketch-a-Classifier: Sketch-based Photo Classifier Generation Conghui Hu Da Li Yi-Zhe Song Tao Xiang Timothy M. Hospedales DiffM VLM 21 28 0 30 Apr 2018
Visual Data Synthesis via GAN for Zero-Shot Video Classification Chenrui Zhang Yuxin Peng 20 47 0 26 Apr 2018
CactusNets: Layer Applicability as a Metric for Transfer Learning Edward Collier Robert DiBiano S. Mukhopadhyay 23 19 0 20 Apr 2018
Zero-Shot Object Detection Ankan Bansal Karan Sikka Gaurav Sharma Rama Chellappa Ajay Divakaran VLM ObjD 46 359 0 12 Apr 2018
Hierarchical Novelty Detection for Visual Object Recognition Kibok Lee Kimin Lee Kyle Min Y. Zhang Jinwoo Shin Honglak Lee BDL 52 67 0 02 Apr 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Xinyu Wang Yufei Ye Abhinav Gupta 20 584 0 21 Mar 2018
Zero-Shot Detection Pengkai Zhu Hanxiao Wang Venkatesh Saligrama VLM ObjD 30 98 0 19 Mar 2018
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts Shafin Rahman Salman Khan Fatih Porikli ObjD 34 151 0 16 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 45 1,306 0 12 Mar 2018
Learning from Noisy Web Data with Category-level Supervision Li Niu Qingtao Tang Ashok Veeraraghavan A. Sabharwal NoLa 30 32 0 10 Mar 2018
A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression Michiel Stock T. Pahikkala A. Airola B. De Baets Willem Waegeman 27 24 0 05 Mar 2018
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types Hady ElSahar Christophe Gravier F. Laforest BDL 22 80 0 19 Feb 2018
Efficient Large-Scale Multi-Modal Classification D. Kiela Edouard Grave Armand Joulin Tomas Mikolov 35 141 0 06 Feb 2018
Zero-Shot Kernel Learning Hongguang Zhang Piotr Koniusz VLM 18 110 0 05 Feb 2018
Feature Space Transfer for Data Augmentation Bo Liu Xudong Wang Mandar Dixit Roland Kwitt Nuno Vasconcelos CVBM 26 93 0 13 Jan 2018
Zero-Shot Learning via Latent Space Encoding YunLong Yu Zhong Ji Jichang Guo Zhongfei Zhang Zhang VLM 24 68 0 26 Dec 2017
Train Once, Test Anywhere: Zero-Shot Learning for Text Classification Pushpankar Kumar Pushp Muktabh Mayank Srivastava VLM 9 92 0 16 Dec 2017
Generalized Zero-Shot Learning via Synthesized Examples Vinay Kumar Verma Gundeep Arora Ashish Mishra Piyush Rai 36 449 0 11 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao Wen Liu Shih-Fu Chang 33 286 0 05 Dec 2017
Neural Cross-Lingual Entity Linking Avirup Sil Gourab Kundu Radu Florian Wael Hamza 22 100 0 05 Dec 2017
A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts Yizhe Zhu Mohamed Elhoseiny Bingchen Liu Xi Peng Ahmed Elgammal VLM GAN 28 381 0 04 Dec 2017
Multi-Label Zero-Shot Learning with Structured Knowledge Graphs Chung-Wei Lee Wei Fang Chih-Kuan Yeh Y. Wang VLM 37 280 0 17 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 95 4,017 0 16 Nov 2017
Generalized Zero-Shot Learning for Action Recognition with Web-Scale Video Data Kun Liu Wu Liu Huadong Ma Wenbing Huang Xiongxiong Dong 31 40 0 20 Oct 2017
Recent Advances in Zero-shot Recognition Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue Leonid Sigal S. Gong BDL VLM 21 175 0 13 Oct 2017
Training an adaptive dialogue policy for interactive learning of visually grounded word meanings Yanchao Yu Arash Eshghi Oliver Lemon 6 25 0 29 Sep 2017
A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection Jorge Luis Rivero Pérez B. Ribeiro Ningshan Chen F. Leite 14 13 0 23 Sep 2017
How intelligent are convolutional neural networks? Zhennan Yan Xiangmin Zhou 17 11 0 18 Sep 2017
Joint Dictionaries for Zero-Shot Learning Soheil Kolouri Mohammad Rostami Y. Owechko Kyungnam Kim VLM 14 25 0 12 Sep 2017
Open-World Visual Recognition Using Knowledge Graphs V. Lonij Ambrish Rawat Maria-Irina Nicolae 37 15 0 28 Aug 2017
A Simple Exponential Family Framework for Zero-Shot Learning Vinay Kumar Verma Piyush Rai VLM 40 196 0 25 Jul 2017
Zero-Shot Transfer Learning for Event Extraction Lifu Huang Heng Ji Kyunghyun Cho Clare R. Voss 31 203 0 04 Jul 2017