Distilling Vision-Language Pretraining for Efficient Cross-Modal Retrieval

23 May 2024

Ser-nam Lim

Papers citing "Distilling Vision-Language Pretraining for Efficient Cross-Modal Retrieval"

20 / 20 papers shown

Title
Robust Cross-Modal Representation Learning with Progressive Self-Distillation A. Andonian Shixing Chen Raffay Hamid VLM 67 56 0 10 Apr 2022
Multi-modal Alignment using Representation Codebook Jiali Duan Liqun Chen Son Tran Jinyu Yang Yi Xu Belinda Zeng Trishul Chilimbi 84 68 0 28 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 547 4,398 0 28 Jan 2022
SLIP: Self-supervision meets Language-Image Pre-training Norman Mu Alexander Kirillov David Wagner Saining Xie VLM CLIP 143 490 0 23 Dec 2021
Deep Hash Distillation for Image Retrieval Young Kyun Jang Geonmo Gu ByungSoo Ko Isaac Kang N. Cho 76 35 0 16 Dec 2021
Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm Yangguang Li Feng Liang Lichen Zhao Yufeng Cui Wanli Ouyang Jing Shao F. Yu Junjie Yan VLM CLIP 150 457 0 11 Oct 2021
Self-supervised Product Quantization for Deep Unsupervised Image Retrieval Young Kyun Jang N. Cho MQ 55 66 0 06 Sep 2021
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation Junnan Li Ramprasaath R. Selvaraju Akhilesh Deepak Gotmare Shafiq Joty Caiming Xiong Guosheng Lin FaML 215 1,970 0 16 Jul 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 700 6,121 0 29 Apr 2021
Compressing Visual-linguistic Model via Knowledge Distillation Zhiyuan Fang Jianfeng Wang Xiaowei Hu Lijuan Wang Yezhou Yang Zicheng Liu VLM 93 99 0 05 Apr 2021
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing Jun-chen Yu Hao Zhou Yibing Zhan Dacheng Tao 103 141 0 25 Dec 2020
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 389 6,793 0 23 Dec 2020
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 237 3,693 0 06 Aug 2019
Central Similarity Quantization for Efficient Image and Video Retrieval Li-xin Yuan Tao Wang Xiaopeng Zhang Francis E. H. Tay Zequn Jie Wei Liu Jiashi Feng 76 284 0 01 Aug 2019
Ranking-based Deep Cross-modal Hashing Xuanwu Liu Guoxian Yu C. Domeniconi Jun Wang Yazhou Ren Maozu Guo 55 71 0 11 May 2019
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval Chao Li Cheng Deng Ning Li Wen Liu Xinbo Gao Dacheng Tao GAN 73 361 0 04 Apr 2018
Unsupervised Generative Adversarial Cross-modal Hashing Jian Zhang Yuxin Peng Mingkuan Yuan GAN 55 199 0 01 Dec 2017
Deep Supervised Discrete Hashing Qi Li Zhenan Sun Ran He Tieniu Tan 69 298 0 31 May 2017
A Survey on Learning to Hash Jingdong Wang Ting Zhang Jingkuan Song N. Sebe Heng Tao Shen 108 970 0 01 Jun 2016
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 419 43,777 0 01 May 2014