Improving video retrieval by adaptive margin
Witryna15 paź 2024 · Recently, for video retrieval [He et al. 2024] proposed an adaptive margin proportional to the similarity of item and query as computed by multiple models. ... Relevance-based Margin for... WitrynaThis work designs an adaptive margin changed with the distance between positive and negative pairs, and explores a novel implementation called "Cross-Modal Generalized …
Improving video retrieval by adaptive margin
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WitrynaImproving Video Retrieval by Adaptive Margin Feng He, Qi Wang, Zhifan Feng, Wenbin Jiang, Yajuan Lü, Yong Zhu, Xiao Tan. 1359-1368; Comprehensive Linguistic-Visual Composition Network for Image Retrieval Haokun Wen, Xuemeng Song, Xin Yang, Yibing Zhan, Liqiang Nie. 1369-1378 WitrynaImproving Video Retrieval by Adaptive Margin . Video retrieval is becoming increasingly important owing to the rapid emergence of videos on the Internet. The dominant paradigm for video retrieval learns video-text representations by pushing the distance between the similarity of positive pairs and that of negative pairs apart from a …
Witryna[He et al. SIGIR21] Improving Video Retrieval by Adaptive Margin. SIGIR, 2024. [paper] [Wang et al. IJCAI21] Dig into Multi-modal Cues for Video Retrieval with Hierarchical Alignment. IJCAI, 2024. [paper] [Chen et al. AAAI21] Mind-the-Gap! Unsupervised Domain Adaptation for Text-Video Retrieval. AAAI, 2024. [paper] Witryna17 mar 2024 · Video retrieval is becoming increasingly important owing to the rapid emergence of videos on the Internet. The dominant paradigm for video retrieval …
Witryna采用大规模预训练模型CLIP进行视频文本检索任务 (VTR)已成为一种新的趋势，超过了以往的VTR方法。 虽然，由于视频和文本之间的结构和内容的异质性，以往的基于clip的模型在训练阶段容易出现过拟合，导致检索性能相对较差。 在本文中，作者提出了一种具有单门混合专家 (CAMoE)和一种最新的双Softmax损失函数 (DSL)来解决这两种异质性 … WitrynaImproving Video Retrieval by Adaptive Margin. In Fernando Diaz 0001, Chirag Shah, Torsten Suel, Pablo Castells, Rosie Jones, Tetsuya Sakai, editors, SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2024. pages 1359-1368, ACM, 2024. …
WitrynaIn the past decades, learning an effective distance metric between pairs of instances has played an important role in the classification and retrieval task, for example, the person identification or malware retrieval in the IoT service. The core motivation of recent efforts focus on improving the metric forms, and already showed promising results on the …
Witryna[He et al. SIGIR21] Improving Video Retrieval by Adaptive Margin. SIGIR, 2024. [paper] [Wang et al. IJCAI21] Dig into Multi-modal Cues for Video Retrieval with Hierarchical Alignment. IJCAI, 2024. [paper] [Chen et al. AAAI21] Mind-the-Gap! Unsupervised Domain Adaptation for Text-Video Retrieval. AAAI, 2024. [paper] sickle cell non profit organizationsWitryna7 lip 2024 · Improving video retrieval by adaptive margin. In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR), pages 1359--1368, 2024. Google Scholar Digital Library; Peng Wu, Xiangteng He, Mingqian Tang, Yiliang Lv, and Jing Liu. Hanet: Hier- archical … sickle cell penicillin prophylaxis ageWitryna9 mar 2024 · Video retrieval is becoming increasingly important owing to the rapid emergence of videos on the Internet. The dominant paradigm for video retrieval learns video-text representations by pushing the distance between the similarity of positive pairs and that of negative pairs apart from a fixed margin. sickle cell new research gene therapyWitrynaImproving Video Retrieval by Adaptive Margin Video retrieval is becoming increasingly important owing to the rapid em... 0 Feng He, et al. ∙. share ... sickle cell nhs englandWitryna30 wrz 2024 · The joint embeddings learned with CrossCLR extend the state of the art in video-text retrieval on Youcook2 and LSMDC datasets and in video captioning on … the phone outlet ukhttp://export.arxiv.org/abs/2303.05093v1 the phone place mocksville ncWitrynaImproving Video Retrieval by Adaptive Margin Video retrieval is becoming increasingly important owing to the rapid em... 0 Feng He, et al. ∙ share research ∙ 2 months ago StereoDistill: Pick the Cream from LiDAR for Distilling Stereo-based 3D Object Detection In this paper, we propose a cross-modal distillation method named … sickle cell pediatrics in review