GeneCIS: A Benchmark for General Conditional Image Similarity

13 June 2023

Papers citing "GeneCIS: A Benchmark for General Conditional Image Similarity"

24 / 24 papers shown

Title
FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations Cheng-Yu Hsieh Pavan Kumar Anasosalu Vasu Fartash Faghri Raviteja Vemulapalli Chun-Liang Li Ranjay Krishna Oncel Tuzel Hadi Pouransari VLM 57 0 0 11 Apr 2025
IDMR: Towards Instance-Driven Precise Visual Correspondence in Multimodal Retrieval Bangwei Liu Yicheng Bao Shaohui Lin Xuhong Wang Xin Tan Y. Wang Yuan Xie Chaochao Lu 53 0 0 01 Apr 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 39 1 0 21 Mar 2025
Joint Fusion and Encoding: Advancing Multimodal Retrieval from the Ground Up Lang Huang Qiyu Wu Zhongtao Miao T. Yamasaki 50 0 0 27 Feb 2025
A Comprehensive Survey on Composed Image Retrieval Xuemeng Song Haoqiang Lin Haokun Wen Bohan Hou Mingzhu Xu Liqiang Nie 34 1 0 19 Feb 2025
Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval Yuanmin Tang Xiaoting Qin J. Zhang Jing Yu Gaopeng Gou Gang Xiong Qingwei Ling Saravan Rajmohan Dongmei Zhang Qi Wu LRM 66 1 0 15 Dec 2024
MoTaDual: Modality-Task Dual Alignment for Enhanced Zero-shot Composed Image Retrieval Haiwen Li Fei Su Zhicheng Zhao 24 0 0 31 Oct 2024
Unveiling the Mystery of Visual Attributes of Concrete and Abstract Concepts: Variability, Nearest Neighbors, and Challenging Categories Tarun Tater Sabine Schulte im Walde Diego Frassinelli 18 0 0 15 Oct 2024
EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval Thomas Hummel Shyamgopal Karthik Mariana-Iuliana Georgescu Zeynep Akata EgoV 28 4 0 23 Jul 2024
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding Fei Wang Xingyu Fu James Y. Huang Zekun Li Qin Liu ... Kai-Wei Chang Dan Roth Sheng Zhang Hoifung Poon Muhao Chen VLM 23 47 0 13 Jun 2024
Revisiting Relevance Feedback for CLIP-based Interactive Image Retrieval Ryoya Nara Yu-Chieh Lin Yuji Nozawa Youyang Ng Goh Itoh Osamu Torii Yusuke Matsui HAI 11 2 0 25 Apr 2024
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions Kai Zhang Yi Luan Hexiang Hu Kenton Lee Siyuan Qiao Wenhu Chen Yu-Chuan Su Ming-Wei Chang VLM LRM 23 32 0 28 Mar 2024
Language-only Efficient Training of Zero-shot Composed Image Retrieval Geonmo Gu Sanghyuk Chun Wonjae Kim Yoohoon Kang Sangdoo Yun 11 14 0 04 Dec 2023
No Representation Rules Them All in Category Discovery S. Vaze Andrea Vedaldi Andrew Zisserman OOD 15 31 0 28 Nov 2023
Pretrain like Your Inference: Masked Tuning Improves Zero-Shot Composed Image Retrieval Junyang Chen Hanjiang Lai VLM 25 14 0 13 Nov 2023
Are These the Same Apple? Comparing Images Based on Object Intrinsics Klemen Kotar Stephen Tian Hong-Xing Yu Daniel L. K. Yamins Jiajun Wu 11 6 0 01 Nov 2023
Vision-by-Language for Training-Free Compositional Image Retrieval Shyamgopal Karthik Karsten Roth Massimiliano Mancini Zeynep Akata CoGe 13 17 0 13 Oct 2023
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder Zheyuan Liu Weixuan Sun Damien Teney Stephen Gould 21 7 0 25 May 2023
CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion Geonmo Gu Sanghyuk Chun Wonjae Kim HeeJae Jun Yoohoon Kang Sangdoo Yun DiffM 14 50 0 21 Mar 2023
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 2,875 0 11 Feb 2021
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval A. Brown Weidi Xie Vicky Kalogeiton Andrew Zisserman 31 149 0 23 Jul 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 229 3,029 0 09 Mar 2020
Unconstrained Face Verification using Deep CNN Features Jun-Cheng Chen Vishal M. Patel Rama Chellappa CVBM 215 293 0 07 Aug 2015