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SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation

30 September 2022

R. Ramos

Bruno Martins

Desmond Elliott

Yova Kementchedjhieva

VLM

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Papers citing "SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation"

31 / 31 papers shown

Title
AC-Lite : A Lightweight Image Captioning Model for Low-Resource Assamese Language Pankaj Choudhury Yogesh Aggarwal Prabhanjan Jadhav Prithwijit Guha Sukumar Nandi 180 0 0 03 Mar 2025
Altogether: Image Captioning via Re-aligning Alt-text Hu Xu Po-Yao (Bernie) Huang Xiaoqing Ellen Tan Ching-Feng Yeh Jacob Kahn ... Luke Zettlemoyer Wen-tau Yih Shang-Wen Li Saining Xie Christoph Feichtenhofer DiffM 79 9 0 31 Dec 2024
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" Yifei Ming Senthil Purushwalkam Shrey Pandit Zixuan Ke Xuan-Phi Nguyen Caiming Xiong Shafiq Joty HILM 223 24 0 30 Sep 2024
Linear Alignment of Vision-language Models for Image Captioning Fabian Paischer M. Hofmarcher Sepp Hochreiter Thomas Adler CLIP VLM 131 0 0 10 Jul 2023
Retrieval-augmented Image Captioning R. Ramos Desmond Elliott Bruno Martins VLM 78 29 0 16 Feb 2023
Retrieval-Augmented Transformer for Image Captioning Sara Sarto Marcella Cornia Lorenzo Baraldi Rita Cucchiara 75 58 0 26 Jul 2022
GIT: A Generative Image-to-text Transformer for Vision and Language Jianfeng Wang Zhengyuan Yang Xiaowei Hu Linjie Li Kevin Qinghong Lin Zhe Gan Zicheng Liu Ce Liu Lijuan Wang VLM 137 557 0 27 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 418 3,602 0 29 Apr 2022
CaMEL: Mean Teacher Learning for Image Captioning Manuele Barraco Matteo Stefanini Marcella Cornia S. Cascianelli Lorenzo Baraldi Rita Cucchiara ViT VLM 65 28 0 21 Feb 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 555 4,409 0 28 Jan 2022
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks Yi-Lin Sung Jaemin Cho Joey Tianyi Zhou VLM VPVLM 112 356 0 13 Dec 2021
Scaling Up Vision-Language Pre-training for Image Captioning Xiaowei Hu Zhe Gan Jianfeng Wang Zhengyuan Yang Zicheng Liu Yumao Lu Lijuan Wang MLLM VLM 137 250 0 24 Nov 2021
A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models Woojeong Jin Yu Cheng Yelong Shen Weizhu Chen Xiang Ren VLM VPVLM MLLM 106 137 0 16 Oct 2021
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision Zirui Wang Jiahui Yu Adams Wei Yu Zihang Dai Yulia Tsvetkov Yuan Cao VLM MLLM 136 799 0 24 Aug 2021
Multimodal Few-Shot Learning with Frozen Language Models Maria Tsimpoukelli Jacob Menick Serkan Cabi S. M. Ali Eslami Oriol Vinyals Felix Hill MLLM 183 788 0 25 Jun 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 447 1,127 0 17 Feb 2021
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks Xiujun Li Xi Yin Chunyuan Li Pengchuan Zhang Xiaowei Hu ... Houdong Hu Li Dong Furu Wei Yejin Choi Jianfeng Gao VLM 135 1,944 0 13 Apr 2020
Captioning Images Taken by People Who Are Blind Danna Gurari Yinan Zhao Meng Zhang Nilavra Bhattacharya 77 183 0 20 Feb 2020
Connecting Vision and Language with Localized Narratives Jordi Pont-Tuset J. Uijlings Soravit Changpinyo Radu Soricut V. Ferrari ObjD 96 251 0 06 Dec 2019
Clotho: An Audio Captioning Dataset Konstantinos Drossos Samuel Lipping Tuomas Virtanen 101 394 0 21 Oct 2019
VATEX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research Xin Eric Wang Jiawei Wu Junkun Chen Lei Li Yuan-fang Wang William Yang Wang 101 555 0 06 Apr 2019
nocaps: novel object captioning at scale Harsh Agrawal Karan Desai Yufei Wang Xinlei Chen Rishabh Jain Mark Johnson Dhruv Batra Devi Parikh Stefan Lee Peter Anderson VLM 131 486 0 20 Dec 2018
Decoupled Weight Decay Regularization I. Loshchilov Frank Hutter OffRL 151 2,151 0 14 Nov 2017
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 123 4,221 0 25 Jul 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,737 0 28 Feb 2017
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 108 1,919 0 29 Jul 2016
TGIF: A New Dataset and Benchmark on Animated GIF Description Yuncheng Li Yale Song Liangliang Cao Joel R. Tetreault Larry Goldberg A. Jaimes Jiebo Luo 79 273 0 10 Apr 2016
Microsoft COCO Captions: Data Collection and Evaluation Server Xinlei Chen Hao Fang Nayeon Lee Ramakrishna Vedantam Saurabh Gupta Piotr Dollar C. L. Zitnick 221 2,493 0 01 Apr 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 348 10,079 0 10 Feb 2015
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 144 5,591 0 07 Dec 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 297 4,508 0 20 Nov 2014