Aligning Information Capacity Between Vision and Language via Dense-to-Sparse Feature Distillation for Image-Text Matching

19 March 2025

Papers citing "Aligning Information Capacity Between Vision and Language via Dense-to-Sparse Feature Distillation for Image-Text Matching"

21 / 21 papers shown

Title
Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment Yang Liu M. Liu Shudong Huang Jiancheng Lv 139 1 0 10 Mar 2025
Cross-modal Active Complementary Learning with Self-refining Correspondence Yang Qin Yuan Sun Dezhong Peng Qiufeng Wang Xiaocui Peng Peng Hu 85 21 0 26 Oct 2023
Improved Probabilistic Image-Text Representations Sanghyuk Chun VLM 82 31 0 29 May 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 571 4,925 0 17 Apr 2023
Improving Cross-Modal Retrieval with Set of Diverse Embeddings Dongwon Kim Nam-Won Kim Suha Kwak 101 40 0 30 Nov 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 477 7,827 0 11 Nov 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 467 21,603 0 25 Mar 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 999 29,871 0 26 Feb 2021
Probabilistic Embeddings for Cross-Modal Retrieval Sanghyuk Chun Seong Joon Oh Rafael Sampaio de Rezende Yannis Kalantidis Diane Larlus UQCV 485 210 0 13 Jan 2021
Similarity Reasoning and Filtration for Image-Text Matching Haiwen Diao Ying Zhang Lingyun Ma Huchuan Lu 301 340 0 05 Jan 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 682 41,483 0 22 Oct 2020
IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text Retrieval Hui Chen Guiguang Ding Xudong Liu Zijia Lin Ji Liu Jungong Han 78 321 0 08 Mar 2020
CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval Zihao Wang Xihui Liu Hongsheng Li Lu Sheng Junjie Yan Xiaogang Wang Jing Shao VLM 81 306 0 12 Sep 2019
Visual Semantic Reasoning for Image-Text Matching Kunpeng Li Yulun Zhang Keqin Li Yuanyuan Li Y. Fu VLM 91 505 0 06 Sep 2019
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval Yale Song M. Soleymani 60 246 0 11 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Stacked Cross Attention for Image-Text Matching Kuang-Huei Lee Xi Chen G. Hua Houdong Hu Xiaodong He 109 1,156 0 21 Mar 2018
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models Jiuxiang Gu Jianfei Cai Shafiq Joty Li Niu G. Wang VLM 88 361 0 17 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 4,223 0 25 Jul 2017
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models Bryan A. Plummer Liwei Wang Christopher M. Cervantes Juan C. Caicedo Julia Hockenmaier Svetlana Lazebnik 208 2,074 0 19 May 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 434 43,832 0 01 May 2014