Improving Image Recognition by Retrieving from Web-Scale Image-Text Data

11 April 2023

Papers citing "Improving Image Recognition by Retrieving from Web-Scale Image-Text Data"

23 / 23 papers shown

Title
LIFT+: Lightweight Fine-Tuning for Long-Tail Learning Jiang-Xin Shi Tong Wei Yu-Feng Li 25 0 0 17 Apr 2025
Memory-Modular Classification: Learning to Generalize with Memory Replacement Dahyun Kang Ahmet Iscen Eunchan Jo Sua Choi Minsu Cho Cordelia Schmid VLM KELM OffRL 24 0 0 08 Apr 2025
Automatic Labelling with Open-source LLMs using Dynamic Label Schema Integration Thomas Walshe S. Moon Chunyang Xiao Yawwani Gunawardana Fran Silavong 37 0 0 21 Jan 2025
DREAM: Domain-agnostic Reverse Engineering Attributes of Black-box Model Rongqing Li Jiaqi Yu Changsheng Li Wenhan Luo Ye Yuan Guoren Wang MLAU 78 0 0 08 Dec 2024
Granularity Matters in Long-Tail Learning Shizhen Zhao Xin Wen J. Liu Chuofan Ma C. Yuan Xiaojuan Qi 29 0 0 21 Oct 2024
A Statistical Framework for Data-dependent Retrieval-Augmented Models Soumya Basu A. S. Rawat Manzil Zaheer RALM 41 0 0 27 Aug 2024
RAVEN: Multitask Retrieval Augmented Vision-Language Learning Varun Nagaraj Rao Siddharth Choudhary Aditya Deshpande R. Satzoda Srikar Appalaraju RALM VLM 45 4 0 27 Jun 2024
The Solution for the CVPR2024 NICE Image Captioning Challenge Longfei Huang Shupeng Zhong Xiangyu Wu Ruoxuan Li 19 0 0 19 Apr 2024
How to Benchmark Vision Foundation Models for Semantic Segmentation? Tommie Kerssies Daan de Geus Gijs Dubbelman VLM 27 7 0 18 Apr 2024
A Generative Approach for Wikipedia-Scale Visual Entity Recognition Mathilde Caron Ahmet Iscen Alireza Fathi Cordelia Schmid 32 5 0 04 Mar 2024
Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration Mahapara Khurshid Mayank Vatsa Richa Singh 11 0 0 16 Feb 2024
SCoRe: Submodular Combinatorial Representation Learning Anay Majee Suraj Kothawade Krishnateja Killamsetty Rishabh K. Iyer 16 1 0 29 Sep 2023
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts Jiang-Xin Shi Tong Wei Zhi-Hua Zhou Jiejing Shao Xin-Yan Han Yu-Feng Li 24 26 0 18 Sep 2023
Cross-Modal Retrieval Meets Inference:Improving Zero-Shot Classification with Cross-Modal Retrieval Seong-Hoon Eom Namgyu Ho Jaehoon Oh Se-Young Yun CLIP VLM 26 0 0 29 Aug 2023
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI Tool Youyang Ng Daisuke Miyashita Yasuto Hoshi Yasuhiro Morioka Osamu Torii Tomoya Kodama J. Deguchi RALM 8 9 0 08 Aug 2023
Retrieval-Enhanced Contrastive Vision-Text Models Ahmet Iscen Mathilde Caron Alireza Fathi Cordelia Schmid CLIP VLM 18 26 0 12 Jun 2023
The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition Jingru Tan Bo-wen Li Xin Lu Yongqiang Yao F. Yu Tong He Wanli Ouyang 34 8 0 11 Oct 2022
A Memory Transformer Network for Incremental Learning Ahmet Iscen Thomas Bird Mathilde Caron Alireza Fathi Cordelia Schmid CLL 111 14 0 10 Oct 2022
Generalization Properties of Retrieval-based Models Soumya Basu A. S. Rawat Manzil Zaheer 29 6 0 06 Oct 2022
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 117 161 0 29 Sep 2022
Correlated Input-Dependent Label Noise in Large-Scale Image Classification Mark Collier Basil Mustafa Efi Kokiopoulou Rodolphe Jenatton Jesse Berent NoLa 176 53 0 19 May 2021
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 243 782 0 05 Dec 2019
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 282 39,190 0 01 Sep 2014