Find your Needle: Small Object Image Retrieval via Multi-Object Attention Optimization

10 March 2025

Papers citing "Find your Needle: Small Object Image Retrieval via Multi-Object Attention Optimization"

19 / 19 papers shown

Title
CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation Reza Abbasi Ali Nazari Aminreza Sefid Mohammadali Banayeeanzade M. Rohban M. Baghshah VLM 136 2 0 27 Feb 2025
MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs Jiarui Zhang Mahyar Khayatkhoei P. Chhikara Filip Ilievski LRM 98 16 0 24 Feb 2025
Teaching VLMs to Localize Specific Objects from In-context Examples Sivan Doveh Nimrod Shabtay Wei Lin Eli Schwartz Hilde Kuehne ... Leonid Karlinsky James Glass Assaf Arbelle S. Ullman Muhammad Jehanzeb Mirza VLM 166 1 0 20 Nov 2024
LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity Walid Bousselham Angie Boggust Sofian Chaybouti Hendrik Strobelt Hilde Kuehne 141 13 0 04 Apr 2024
Scaling Open-Vocabulary Object Detection Matthias Minderer A. Gritsenko N. Houlsby VLM ObjD 94 201 0 16 Jun 2023
Correlation Verification for Image Retrieval Seongwon Lee Hongje Seong Suhyeon Lee Euntai Kim 83 51 0 04 Apr 2022
DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting Yongming Rao Wenliang Zhao Guangyi Chen Yansong Tang Zheng Zhu Guan Huang Jie Zhou Jiwen Lu VLM CLIP 214 581 0 02 Dec 2021
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features Min Yang Dongliang He M. Fan Baorong Shi Xuetong Xue Fu Li Errui Ding Jizhou Huang 103 98 0 06 Aug 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 502 10,526 0 17 Jun 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 993 29,871 0 26 Feb 2021
Products-10K: A Large-scale Product Recognition Dataset Yalong Bai Yuxiang Chen Wei Yu Linfang Wang Wei Zhang 104 44 0 24 Aug 2020
Google Landmarks Dataset v2 -- A Large-Scale Benchmark for Instance-Level Recognition and Retrieval Tobias Weyand A. Araújo Bingyi Cao Jack Sim 80 371 0 03 Apr 2020
Learning with Average Precision: Training Image Retrieval with a Listwise Loss Jérôme Revaud Jon Almazán Rafael Sampaio de Rezende César Roberto de Souza VLM 70 375 0 18 Jun 2019
Divide and Conquer the Embedding Space for Metric Learning A. Sanakoyeu Vadim Tschernezki U. Büchler Bjorn Ommer SSL 83 107 0 14 Jun 2019
Detect-to-Retrieve: Efficient Regional Aggregation for Image Search Marvin Teichmann A. Araújo Menglong Zhu Jack Sim ObjD 61 117 0 04 Dec 2018
Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking Filip Radenovic Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum 60 381 0 29 Mar 2018
Fine-tuning CNN Image Retrieval with No Human Annotation Filip Radenovic Giorgos Tolias Ondřej Chum 84 1,307 0 03 Nov 2017
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations Ahmet Iscen Giorgos Tolias Yannis Avrithis Teddy Furon Ondřej Chum DiffM 67 181 0 16 Nov 2016
Visual Instance Retrieval with Deep Convolutional Networks A. Razavian Josephine Sullivan S. Carlsson A. Maki 88 366 0 20 Dec 2014