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Language-only Efficient Training of Zero-shot Composed Image Retrieval

4 December 2023

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Papers citing "Language-only Efficient Training of Zero-shot Composed Image Retrieval"

22 / 22 papers shown

Title
Missing Target-Relevant Information Prediction with World Model for Accurate Zero-Shot Composed Image Retrieval Yuanmin Tang Jing Yu Keke Gai Jiamin Zhuang Gang Xiong Gaopeng Gou Qi Wu VGen 160 2 0 21 Mar 2025
GeneCIS: A Benchmark for General Conditional Image Similarity S. Vaze Nicolas Carion Ishan Misra VLM DiffM 68 27 0 13 Jun 2023
Improved Probabilistic Image-Text Representations Sanghyuk Chun VLM 82 31 0 29 May 2023
Zero-Shot Composed Image Retrieval with Textual Inversion Alberto Baldrati Lorenzo Agnolucci Marco Bertini A. Bimbo 86 114 0 27 Mar 2023
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval Kuniaki Saito Kihyuk Sohn Xiang Zhang Chun-Liang Li Chen-Yu Lee Kate Saenko Tomas Pfister 105 119 0 06 Feb 2023
I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision Sophia Gu Christopher Clark Aniruddha Kembhavi VLM 53 26 0 17 Nov 2022
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization Yiyang Chen Zhedong Zheng Wei Ji Leigang Qu Tat-Seng Chua 118 42 0 14 Nov 2022
Text-Only Training for Image Captioning using Noise-Injected CLIP David Nukrai Ron Mokady Amir Globerson VLM CLIP 134 98 0 01 Nov 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 200 3,502 0 16 Oct 2022
ECCV Caption: Correcting False Negatives by Collecting Machine-and-Human-verified Image-Caption Associations for MS-COCO Sanghyuk Chun Wonjae Kim Song Park Minsuk Chang Seong Joon Oh VLM 491 46 0 07 Apr 2022
Image Search with Text Feedback by Additive Attention Compositional Learning Yuxin Tian Shawn D. Newsam K. Boakye CoGe 49 13 0 08 Mar 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 557 4,413 0 28 Jan 2022
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models Zheyuan Liu Cristian Rodriguez-Opazo Damien Teney Stephen Gould VLM 71 203 0 09 Aug 2021
Learning to Predict Visual Attributes in the Wild Khoi Pham Kushal Kafle Zhe Lin Zhi Ding Scott D. Cohen Q. Tran Abhinav Shrivastava 45 113 0 17 Jun 2021
SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval Surgan Jandial Pinkesh Badjatiya Pranit Chawla Ayush Chopra Mausoom Sarkar Balaji Krishnamurthy 61 47 0 03 Sep 2020
A Metric Learning Reality Check Kevin Musgrave Serge J. Belongie Ser-Nam Lim 145 479 0 18 Mar 2020
Composing Text and Image for Image Retrieval - An Empirical Odyssey Nam S. Vo Lu Jiang Chen Sun Kevin Patrick Murphy Li Li Li Fei-Fei James Hays CoGe 68 368 0 18 Dec 2018
A Corpus for Reasoning About Natural Language Grounded in Photographs Alane Suhr Stephanie Zhou Ally Zhang Iris Zhang Huajun Bai Yoav Artzi LRM 108 608 0 01 Nov 2018
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 435 10,541 0 21 Jul 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 174 5,049 0 27 Jun 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,615 0 01 Sep 2014
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 437 43,875 0 01 May 2014