Unicom: Universal and Compact Representation Learning for Image Retrieval

International Conference on Learning Representations (ICLR), 2023

12 April 2023

Xiang An

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Papers citing "Unicom: Universal and Compact Representation Learning for Image Retrieval"

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Title
From Illusion to Intention: Visual Rationale Learning for Vision-Language Reasoning C. Wang Haozhe Wang Xi Chen J. Liu Taofeng Xue Chong Peng Donglian Qi Fangzhen Lin Yunfeng Yan OffRL LRM 203 0 0 28 Nov 2025
Salient Concept-Aware Generative Data Augmentation Tianchen Zhao Xuanbai Chen Zhihua Li J. Fang Dongsheng An Xiang Xu Zhuowen Tu Yifan Xing DiffM 180 0 0 16 Oct 2025
Instance-Level Generation for Representation Learning Yankun Wu Zakaria Laskar Giorgos Kordopatis-Zilos Noa Garcia Giorgos Tolias 113 0 0 10 Oct 2025
Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval Tianlu Zheng Yifan Zhang Xiang An Ziyong Feng Kaicheng Yang Qichuan Ding VLM 116 2 0 11 Sep 2025
Category-level Text-to-Image Retrieval Improved: Bridging the Domain Gap with Diffusion Models and Vision Encoders Faizan Farooq Khan Vladan Stojnić Zakaria Laskar Mohamed Elhoseiny Giorgos Tolias DiffM VLM 91 0 0 29 Aug 2025
Generalizable Object Re-Identification via Visual In-Context Prompting Zhizhong Huang Xiaoming Liu 76 1 0 28 Aug 2025
UniFGVC: Universal Training-Free Few-Shot Fine-Grained Vision Classification via Attribute-Aware Multimodal Retrieval Hongyu Guo Kuan Zhu Xiangzhao Hao Haiyun Guo Ming Tang Jinqiao Wang VLM 100 0 0 06 Aug 2025
When Kernels Multiply, Clusters Unify: Fusing Embeddings with the Kronecker Product Youqi Wu Jingwei Zhang Farzan Farnia 158 1 0 10 Jun 2025
Locality-Sensitive Hashing for Efficient Hard Negative Sampling in Contrastive Learning Fabian Deuser Philipp Hausenblas Hannah Schieber Daniel Roth Martin Werner Norbert Oswald 363 0 0 23 May 2025
RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm Tiancheng Gu Kaicheng Yang Chaoyi Zhang Yin Xie Xiang An Ziyong Feng Dongnan Liu Weidong Cai Jiankang Deng CLIP VLM 451 5 0 18 Feb 2025
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair SelectionIEEE Transactions on Image Processing (TIP), 2024 Zhipeng Yu Qianqian Xu Yangbangyan Jiang Yingfei Sun Qingming Huang NoLa 286 2 0 19 Jan 2025
Bringing Multimodality to Amazon Visual Search SystemKnowledge Discovery and Data Mining (KDD), 2024 Xinliang Zhu Michael Huang Han Ding Jinyu Yang Kelvin Chen ... Son Dinh Tran Benjamin Z. Yao Doug Gray Anuj Bindal Arnab Dhua 233 7 0 17 Dec 2024
ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs Yin Xie Kaicheng Yang Ninghua Yang Weimo Deng Xiangzi Dai Tiancheng Gu Yumeng Wang Xiang An Yongle Zhao Ziyong Feng MLLM VLM 312 1 0 18 Oct 2024
MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space TerrainEuropean Conference on Computer Vision (ECCV), 2024 Timothy Chase Jr Karthik Dantu 235 2 0 07 Oct 2024
ConDense: Consistent 2D/3D Pre-training for Dense and Sparse Features from Multi-View ImagesEuropean Conference on Computer Vision (ECCV), 2024 Xiaoshuai Zhang Zhicheng Wang Howard Zhou Soham Ghosh Danushen Gnanapragasam Varun Jampani Hao Su Leonidas Guibas DD 201 7 0 30 Aug 2024
Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives Zhangchi Feng Richong Zhang Zhijie Nie 304 18 0 17 Apr 2024
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision TransformerIEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2024 Sonal Kumar Arijit Sur R. Baruah ViT 210 4 0 23 Jan 2024
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalIEEE Transactions on Image Processing (IEEE TIP), 2023 Hanxi Li Jianfei Hu Yue Liu Hao Chen Yongbin Zheng Chunhua Shen 202 38 0 13 Aug 2023
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 1.2K 4,620 0 17 Jun 2020
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017 Jeff Johnson Matthijs Douze Edouard Grave 897 4,429 0 28 Feb 2017