Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models

9 August 2021

Zheyuan Liu

Cristian Rodriguez-Opazo

Papers citing "Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models"

50 / 134 papers shown

Title
Recurrence Meets Transformers for Universal Multimodal Retrieval Davide Caffagni Sara Sarto Marcella Cornia Lorenzo Baraldi Rita Cucchiara 0 0 0 10 Sep 2025
EVENT-Retriever: Event-Aware Multimodal Image Retrieval for Realistic Captions Dinh-Khoi Vo Van-Loc Nguyen M. Tran T. Le 3DV VGen 4 0 0 31 Aug 2025
Disentangling Latent Embeddings with Sparse Linear Concept Subspaces (SLiCS) Zhi Li Hau Phan Matthew Emigh Austin J. Brockmeier CoGe 52 0 0 27 Aug 2025
Beyond Simple Edits: Composed Video Retrieval with Dense Modifications Omkar Thawakar Dmitry Demidov Ritesh Thawkar Rao Muhammad Anwer M. Shah Fahad Shahbaz Khan Salman Khan VGen 12 0 0 19 Aug 2025
Enhancing Supervised Composed Image Retrieval via Reasoning-Augmented Representation Engineering Jun Li Kai Li Shaoguo Liu Tingting Gao LRM 12 0 0 15 Aug 2025
Composed Object Retrieval: Object-level Retrieval via Composed Expressions Tong Wang Guanyu Yang Nian Liu Zongyan Han Jinxing Zhou Salman Khan Fahad Shahbaz Khan 32 0 0 06 Aug 2025
Agentic Personalized Fashion Recommendation in the Age of Generative AI: Challenges, Opportunities, and Evaluation Yashar Deldjoo Nima Rafiee Mahdyar Ravanbakhsh 27 0 0 04 Aug 2025
U-MARVEL: Unveiling Key Factors for Universal Multimodal Retrieval via Embedding Learning with MLLMs Xiaojie Li Chu Li Shi-Zhe Chen Xi Chen OffRL 57 0 0 20 Jul 2025
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation Shiqi Huang Shuting He Huaiyuan Qin Bihan Wen 68 0 0 17 Jul 2025
Visual Re-Ranking with Non-Visual Side Information Gustav Hanning Gabrielle Flood Viktor Larsson 113 0 0 01 Jul 2025
Zero Shot Composed Image Retrieval Santhosh Kakarla Gautama Shastry Bulusu Venkata 76 0 0 07 Jun 2025
From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained Videos Animesh Gupta Jay Parmar Ishan R. Dave M. Shah 176 1 0 05 Jun 2025
SORCE: Small Object Retrieval in Complex Environments Chunxu Liu Chi Xie X. Chen Wei Li Feng Zhu Rui Zhao Limin Wang 68 0 0 30 May 2025
ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval Eric Xing Pranavi Kolouju Robert Pless Abby Stylianou Nathan Jacobs 100 1 0 27 May 2025
MLLM-Guided VLM Fine-Tuning with Joint Inference for Zero-Shot Composed Image Retrieval Rong-Cheng Tu Zhao Jin Jingyi Liao Xiao Luo Yingjie Wang Li Shen Dacheng Tao 168 1 0 26 May 2025
DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval Yuxin Yang Yinan Zhou Yuxin Chen Ziqi Zhang Zongyang Ma ... Bing Li Lin Song Jun Gao Peng Li Weiming Hu 238 0 0 23 May 2025
InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning Zifu Wan Yaqi Xie Ce Zhang Zhiqiu Lin Zihan Wang Simon Stepputtis Deva Ramanan Katia Sycara 100 2 0 23 May 2025
From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Yabing Wang Zhuotao Tian Qingpei Guo Zheng Qin Sanping Zhou Ming-Hsuan Yang Le Wang 517 2 0 25 Apr 2025
TMCIR: Token Merge Benefits Composed Image Retrieval Chaoyang Wang Zeyu Zhang Long Teng Zijun Li Shichao Kan 158 0 0 15 Apr 2025
MIEB: Massive Image Embedding Benchmark Chenghao Xiao Isaac Chung Imene Kerboua Jamie Stirling Xin Zhang Márton Kardos Roman Solomatin Noura Al Moubayed Kenneth Enevoldsen Niklas Muennighoff VLM 205 3 0 14 Apr 2025
NCL-CIR: Noise-aware Contrastive Learning for Composed Image Retrieval Peng Gao Yujian Lee Zailong Chen Hui Zhang Xubo Liu Yiyang Hu Guquang Jing 140 0 0 06 Apr 2025
IDMR: Towards Instance-Driven Precise Visual Correspondence in Multimodal Retrieval Bangwei Liu Yicheng Bao Shaohui Lin Xuhong Wang Xin Tan Longji Xu Yuan Xie Chaochao Lu 241 1 0 01 Apr 2025
Scaling Prompt Instructed Zero Shot Composed Image Retrieval with Image-Only Data Yiqun Duan Sameera Ramasinghe Stephen Gould Ajanthan Thalaiyasingam 163 2 0 01 Apr 2025
AutoComPose: Automatic Generation of Pose Transition Descriptions for Composed Pose Retrieval Using Multimodal LLMs Yi-Ting Shen Sungmin Eum Doheon Lee Rohit Shete Chiao-Yi Wang H. Kwon Shuvra S. Bhattacharyya 130 0 0 28 Mar 2025
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image Retrieval Zixu Li Zhiheng Fu Yupeng Hu Zhiwei Chen Haokun Wen Liqiang Nie 165 12 0 27 Mar 2025
Fine-grained Textual Inversion Network for Zero-Shot Composed Image Retrieval Haoqiang Lin Haokun Wen Xuemeng Song Meng Liu Yupeng Hu Liqiang Nie 238 20 0 25 Mar 2025
good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval Pranavi Kolouju Eric Xing Robert Pless Nathan Jacobs Abby Stylianou 3DV 104 2 0 22 Mar 2025
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 309 6 0 21 Mar 2025
Scale Efficient Training for Large Datasets Qing Zhou Junyu Gao Qi Wang DD 172 1 0 17 Mar 2025
ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning Pengfei Luo Jingbo Zhou Tong Xu Yuan Xia Linli Xu Enhong Chen LRM 192 2 0 13 Mar 2025
Data-Efficient Generalization for Zero-shot Composed Image Retrieval Zining Chen Zhicheng Zhao Fei Su Xiaoqin Zhang Shijian Lu VLM 175 1 0 07 Mar 2025
Composed Multi-modal Retrieval: A Survey of Approaches and Applications Kun Zhang Jingyu Li Zhiyu Li Jingjing Zhang F. Li ... Nan Chen Lei Zhang Yongdong Zhang Zhendong Mao S.Kevin Zhou 169 0 0 03 Mar 2025
A Comprehensive Survey on Composed Image Retrieval Xuemeng Song Haoqiang Lin Haokun Wen Bohan Hou Mingzhu Xu Liqiang Nie 181 5 0 19 Feb 2025
Towards Text-Image Interleaved Retrieval Xin Zhang Ziqi Dai Yuchen Li Yanzhao Zhang Dingkun Long Pengjun Xie Hao Fei Jun Yu Wenjie Li Min Zhang 89 0 0 18 Feb 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 456 14 0 12 Feb 2025
Triplet Synthesis For Enhancing Composed Image Retrieval via Counterfactual Image Generation Kenta Uesugi Naoki Saito Keisuke Maeda Takahiro Ogawa Miki Haseyama 119 0 0 22 Jan 2025
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval Bhavin Jawade JOÃO-BRUNO Soares K. Thadani D. Mohan Amir Erfan Eshratifar Benjamin Culpepper Paloma de Juan S. Setlur V. Govindaraju 137 1 0 12 Jan 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Lei Ma MLLM VLM 280 49 0 03 Jan 2025
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li Hao Fei 299 35 0 22 Dec 2024
Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval Yuanmin Tang Xiaoting Qin Jing Zhang Jing Yu Gaopeng Gou Gang Xiong Qingwei Ling Saravan Rajmohan Dongmei Zhang Qi Wu LRM 195 4 0 15 Dec 2024
Composed Image Retrieval for Training-Free Domain Conversion Nikos Efthymiadis Bill Psomas Zakaria Laskar Konstantinos Karantzalos Yannis Avrithis Ondřej Chum Giorgos Tolias 176 0 0 04 Dec 2024
LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant Yikun Liu Pingan Chen Jiayin Cai Xiaolong Jiang Feng-Long Xie Jiangchao Yao Yanfeng Wang Weidi Xie RALM 137 0 0 02 Dec 2024
Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy Yuchen Li Fan Ma Yi Yang 280 5 0 24 Nov 2024
AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks Yuchen Li Fan Ma Yi Yang DiffM 279 3 0 24 Nov 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee Mohammad Shoeybi Jimmy J. Lin Bryan Catanzaro Ming-Yu Liu 433 34 0 04 Nov 2024
Modality and Task Adaptation for Enhanced Zero-shot Composed Image Retrieval Haiwen Li Fei Su Zhicheng Zhao 132 1 0 31 Oct 2024
Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval Bin Kang Bin Chen Jinqiao Wang Yong Xu 97 0 0 26 Oct 2024
ChatSearch: a Dataset and a Generative Retrieval Model for General Conversational Image Retrieval Zijia Zhao Longteng Guo Tongtian Yue Erdong Hu Shuai Shao Zehuan Yuan Hua Huang Qingbin Liu 81 3 0 24 Oct 2024
Unified Multi-Modal Interleaved Document Representation for Information Retrieval Jaewoo Lee Joonho Ko Jinheon Baek Soyeong Jeong Sung Ju Hwang 152 2 0 03 Oct 2024
EUFCC-CIR: a Composed Image Retrieval Dataset for GLAM Collections Francesc Net Lluís Gómez 102 0 0 02 Oct 2024