UMIC: An Unreferenced Metric for Image Captioning via Contrastive
Learning

UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning

26 June 2021

Franck Dernoncourt

Papers citing "UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning"

18 / 18 papers shown

Title
Group-based Distinctive Image Captioning with Memory Difference Encoding and Attention Jiuniu Wang Wenjia Xu Qingzhong Wang Antoni B. Chan 154 0 0 03 Apr 2025
Compare and Reweight: Distinctive Image Captioning Using Similar Images Sets Jiuniu Wang Wenjia Xu Qingzhong Wang Antoni B. Chan 68 45 0 14 Jul 2020
Quality Estimation for Image Captions Based on Large-scale Human Evaluations Tomer Levinboim Ashish V. Thapliyal Piyush Sharma Radu Soricut 40 27 0 08 Sep 2019
Attention on Attention for Image Captioning Lun Huang Wenmin Wang Jie Chen Xiao-Yong Wei 59 832 0 19 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 224 3,678 0 06 Aug 2019
VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions Pranava Madhyastha Josiah Wang Lucia Specia 32 33 0 22 Jul 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 312 5,801 0 21 Apr 2019
Learning to Evaluate Image Captioning Huayu Chen Guandao Yang Andreas Veit Xun Huang Serge J. Belongie 62 148 0 17 Jun 2018
Discriminability objective for training descriptive captions Ruotian Luo Brian L. Price Scott D. Cohen Gregory Shakhnarovich 100 203 0 12 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 121 4,215 0 25 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 107 1,887 0 02 Dec 2016
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 100 1,914 0 29 Jul 2016
From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge Somak Aditya Yezhou Yang Chitta Baral Cornelia Fermuller Yiannis Aloimonos 3DV 56 69 0 10 Nov 2015
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 124 5,584 0 07 Dec 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 283 4,484 0 20 Nov 2014
From Captions to Visual Concepts and Back Hao Fang Saurabh Gupta F. Iandola R. Srivastava Li Deng ... Xiaodong He Margaret Mitchell John C. Platt C. L. Zitnick Geoffrey Zweig VLM 103 1,311 0 18 Nov 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 237 6,028 0 17 Nov 2014

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