Interactive Machine Learning for Image Captioning

28 February 2022

Mareike Hartmann

Aliki Anagnostopoulou

Daniel Sonntag

VLM

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Papers citing "Interactive Machine Learning for Image Captioning"

27 / 27 papers shown

Title
Similar Scenes arouse Similar Emotions: Parallel Data Augmentation for Stylized Image Captioning Guodun Li Yuchen Zhai Zehao Lin Yin Zhang 79 21 0 26 Aug 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 79 808 0 07 May 2021
Human-like Controllable Image Captioning with Verb-specific Semantic Roles Long Chen Zhihong Jiang Jun Xiao Wei Liu 59 75 0 22 Mar 2021
Image Captioning using Deep Stacked LSTMs, Contextual Word Embeddings and Data Augmentation Sulabh Katiyar S. Borgohain VLM 52 14 0 22 Feb 2021
RATT: Recurrent Attention to Transient Tasks for Continual Image Captioning Riccardo Del Chiaro Bartlomiej Twardowski Andrew D. Bagdanov Joost van de Weijer CLL VLM 38 40 0 13 Jul 2020
Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs Shizhe Chen Qin Jin Peng Wang Qi Wu DiffM 67 216 0 01 Mar 2020
Atalaya at TASS 2019: Data Augmentation and Robust Embeddings for Sentiment Analysis Franco Luque 33 26 0 25 Sep 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 567 4,735 0 13 May 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 76 1,931 0 31 Jan 2019
Learning to Caption Images through a Lifetime by Asking Questions Tingke Shen Amlan Kar Sanja Fidler 36 31 0 01 Dec 2018
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions Marcella Cornia Lorenzo Baraldi Rita Cucchiara DiffM 55 175 0 26 Nov 2018
Data Augmentation using Random Image Cropping and Patching for Deep CNNs Ryo Takahashi Takashi Matsubara K. Uehara 34 327 0 22 Nov 2018
Intention Oriented Image Captions with Guiding Objects Yue Zheng Yali Li Shengjin Wang 31 55 0 19 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 870 93,936 0 11 Oct 2018
Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study Aditya Siddhant Zachary Chase Lipton AI4CE BDL 26 202 0 16 Aug 2018
Practical Obstacles to Deploying Active Learning David Lowell Zachary Chase Lipton Byron C. Wallace 62 111 0 12 Jul 2018
Neural Baby Talk Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh VLM 226 434 0 27 Mar 2018
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 100 4,201 0 25 Jul 2017
Teaching Machines to Describe Images via Natural Language Feedback Huan Ling Sanja Fidler 36 45 0 01 Jun 2017
Guided Open Vocabulary Image Captioning with Constrained Beam Search Peter Anderson Basura Fernando Mark Johnson Stephen Gould 55 233 0 02 Dec 2016
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 96 1,880 0 02 Dec 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 188 2,705 0 20 Nov 2015
Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data Lisa Anne Hendricks Subhashini Venugopalan Marcus Rohrbach Raymond J. Mooney Kate Saenko Trevor Darrell CoGe 37 284 0 17 Nov 2015
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 180 6,046 0 04 Sep 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 277 10,034 0 10 Feb 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 232 43,290 0 01 May 2014
An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks Ian Goodfellow M. Berk Mirza Xia Da Aaron Courville Yoshua Bengio 120 1,428 0 21 Dec 2013