Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions

1 June 2015

Jimmy Ba

Sanja Fidler

Papers citing "Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions"

50 / 57 papers shown

Title
A separability-based approach to quantifying generalization: which layer is best? Luciano Dyballa Evan Gerritz Steven W. Zucker OOD 28 3 0 02 May 2024
Synthesizing Knowledge-enhanced Features for Real-world Zero-shot Food Detection Pengfei Zhou Weiqing Min Jiajun Song Yang Zhang Shuqiang Jiang 27 10 0 14 Feb 2024
A Closer Look at AUROC and AUPRC under Class Imbalance Matthew B. A. McDermott Lasse Hyldig Hansen Haoran Zhang Giovanni Angelotti Jack Gallifant 31 31 0 11 Jan 2024
Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning Man Liu Feng Li Chunjie Zhang Yunchao Wei H. Bai Yao-Min Zhao 45 38 0 27 Mar 2023
Localized Latent Updates for Fine-Tuning Vision-Language Models Moritz Ibing I. Lim Leif Kobbelt VLM 21 1 0 13 Dec 2022
Generating Representative Samples for Few-Shot Classification Jingyi Xu Hieu M. Le VLM 13 61 0 05 May 2022
SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization Austin W. Hanjie A. Deshpande Karthik Narasimhan VLM 36 2 0 26 Feb 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 19 23 0 27 Jan 2022
Towards Zero-shot Sign Language Recognition Yunus Can Bilge R. G. Cinbis Nazli Ikizler-Cinbis SLR 17 36 0 15 Jan 2022
CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision A. Shrivastava Ramprasaath R. Selvaraju Nikhil Naik Vicente Ordonez VLM CLIP 25 6 0 14 Dec 2021
Fine-Grained Zero-Shot Learning with DNA as Side Information Sarkhan Badirli Zeynep Akata G. Mohler Christel Picard M. M. Dundar SyDa BDL 38 34 0 29 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 325 2,263 0 02 Sep 2021
Field-Guide-Inspired Zero-Shot Learning Utkarsh Mall Bharath Hariharan Kavita Bala VLM 33 7 0 24 Aug 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 18 77 0 14 Aug 2021
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning Chih-Yao Chen Cheng-Te Li 13 94 0 10 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
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 103 27,632 0 26 Feb 2021
Synthesizing the Unseen for Zero-shot Object Detection Nasir Hayat Munawar Hayat Shafin Rahman Salman Khan Syed Waqas Zamir F. Khan VLM ObjD 176 57 0 19 Oct 2020
On Learning Semantic Representations for Million-Scale Free-Hand Sketches Peng-Tao Xu Yongye Huang Tongtong Yuan Tao Xiang Timothy M. Hospedales Yi-Zhe Song Liang Wang SSL 19 4 0 07 Jul 2020
Ontology-guided Semantic Composition for Zero-Shot Learning Jiaoyan Chen Freddy Lecue Yuxia Geng Jeff Z. Pan Huajun Chen VLM 20 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
Dont Even Look Once: Synthesizing Features for Zero-Shot Detection Pengkai Zhu Hanxiao Wang Venkatesh Saligrama ObjD 30 88 0 18 Nov 2019
A Semantics-Guided Class Imbalance Learning Model for Zero-Shot Classification Zhong Ji Xuejie Yu Yunlong Yu Yanwei Pang Zhongfei Zhang VLM 16 2 0 26 Aug 2019
Creativity Inspired Zero-Shot Learning Mohamed Elhoseiny Mohamed Elfeki VLM 13 72 0 01 Apr 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian Saurabh Sharma Bernt Schiele Zeynep Akata GAN VLM 16 482 0 25 Mar 2019
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning Zhiwu Lu Jiechao Guan Aoxue Li Tao Xiang An Zhao Ji-Rong Wen 20 64 0 19 Oct 2018
Domain-Invariant Projection Learning for Zero-Shot Recognition An Zhao Mingyu Ding Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen VLM 16 48 0 19 Oct 2018
Towards Effective Deep Embedding for Zero-Shot Learning Lei Zhang Peng Wang Lingqiao Liu Chunhua Shen Wei Wei Yanning Zhang A. Hengel VLM 6 71 0 30 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 24 35 0 08 Aug 2018
Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye Yuhong Guo VLM 16 66 0 18 May 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs X. Wang Yufei Ye Abhinav Gupta 4 584 0 21 Mar 2018
Zero-Shot Detection Pengkai Zhu Hanxiao Wang Venkatesh Saligrama VLM ObjD 22 98 0 19 Mar 2018
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts Shafin Rahman Salman Khan Fatih Porikli ObjD 26 151 0 16 Mar 2018
Neural Algebra of Classifiers Rodrigo Santa Cruz Basura Fernando A. Cherian Stephen Gould CoGe OCL 21 11 0 26 Jan 2018
Rapid Adaptation with Conditionally Shifted Neurons Tsendsuren Munkhdalai Xingdi Yuan Soroush Mehri Adam Trischler 19 13 0 28 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao W. Liu Shih-Fu Chang 29 286 0 05 Dec 2017
Multi-Label Zero-Shot Learning with Structured Knowledge Graphs Chung-Wei Lee Wei Fang Chih-Kuan Yeh Y. Wang VLM 21 280 0 17 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip H. S. Torr Timothy M. Hospedales 41 4,013 0 16 Nov 2017
Recent Advances in Zero-shot Recognition Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue Leonid Sigal S. Gong BDL VLM 12 175 0 13 Oct 2017
Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding Qian Wang Ke Chen BDL 27 7 0 15 Sep 2017
Link the head to the "beak": Zero Shot Learning from Noisy Text Description at Part Precision Mohamed Elhoseiny Yizhe Zhu Han Zhang Ahmed Elgammal VLM 30 132 0 04 Sep 2017
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning Junhyuk Oh Satinder Singh Honglak Lee Pushmeet Kohli OffRL 17 269 0 15 Jun 2017
Contextual Explanation Networks Maruan Al-Shedivat Kumar Avinava Dubey Eric P. Xing CML 24 82 0 29 May 2017
Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization Kuo-Hao Zeng Shih-Han Chou Fu-Hsiang Chan Juan Carlos Niebles Min Sun 24 58 0 18 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 27 46 0 11 May 2017
Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis VLM 18 57 0 04 May 2017
Learning Two-Branch Neural Networks for Image-Text Matching Tasks Liwei Wang Yin Li Jing-ling Huang Svetlana Lazebnik VLM 27 494 0 11 Apr 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 34 7,994 0 15 Mar 2017
Learning Joint Feature Adaptation for Zero-Shot Recognition Ziming Zhang Venkatesh Saligrama 20 19 0 23 Nov 2016
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 30 700 0 15 Nov 2016