Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks

17 October 2023

Papers citing "Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks"

11 / 11 papers shown

Title
NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval Zengrong Lin Zheng Wang Tianwen Qian Pan Mu Sixian Chan Cong Bai 42 0 0 13 Mar 2025
Prediction hubs are context-informed frequent tokens in LLMs Beatrix M. G. Nielsen Iuri Macocco Marco Baroni 123 1 0 17 Feb 2025
Adversarial Hubness in Multi-Modal Retrieval Tingwei Zhang Fnu Suya Rishi Jha Collin Zhang Vitaly Shmatikov AAML 81 1 0 18 Dec 2024
Nearest Neighbor Normalization Improves Multimodal Retrieval Neil Chowdhury Franklin Wang Sumedh Shenoy Douwe Kiela Sarah Schwettmann Tristan Thrush VLM 32 3 0 31 Oct 2024
Domain Prompt Learning with Quaternion Networks Qinglong Cao Zhengqin Xu Yuntian Chen Chao Ma Xiaokang Yang VLM 19 10 0 12 Dec 2023
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution Xiangru Jian Yimu Wang 17 4 0 20 Oct 2023
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval Xiang Fang Daizong Liu Pan Zhou Yuchong Hu 77 35 0 23 Sep 2022
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding Hu Xu Gargi Ghosh Po-Yao (Bernie) Huang Dmytro Okhonko Armen Aghajanyan Florian Metze Luke Zettlemoyer Florian Metze Luke Zettlemoyer Christoph Feichtenhofer CLIP VLM 245 554 0 28 Sep 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 3,683 0 11 Feb 2021
Multi-modal Transformer for Video Retrieval Valentin Gabeur Chen Sun Alahari Karteek Cordelia Schmid ViT 401 594 0 21 Jul 2020
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 158 1,630 0 11 Oct 2017