Hyperbolic Vision Transformers: Combining Improvements in Metric Learning

21 March 2022

Papers citing "Hyperbolic Vision Transformers: Combining Improvements in Metric Learning"

50 / 57 papers shown

Title
Hyperbolic Category Discovery Yuanpei Liu Zhenqi He Kai Han 31 0 0 08 Apr 2025
Knowledge Graph Completion with Mixed Geometry Tensor Factorization Viacheslav Yusupov Maxim Rakhuba Evgeny Frolov 39 0 0 03 Apr 2025
Hyperbolic Safety-Aware Vision-Language Models Tobia Poppi Tejaswi Kasarla Pascal Mettes Lorenzo Baraldi Rita Cucchiara VLM MU 61 0 0 15 Mar 2025
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection Yante Li Hanwen Qi Haoyu Chen Xinlian Liang Guoying Zhao 46 0 0 01 Mar 2025
Predicate Hierarchies Improve Few-Shot State Classification Emily Jin Joy Hsu Jiajun Wu OffRL 79 0 0 18 Feb 2025
HyLiFormer: Hyperbolic Linear Attention for Skeleton-based Human Action Recognition Yue Li Haoxuan Qu Mengyuan Liu Jiaheng Liu Y. Cai 51 0 0 09 Feb 2025
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection Zhipeng Yu Qianqian Xu Yangbangyan Jiang Yingfei Sun Qingming Huang NoLa 69 0 0 19 Jan 2025
Adversarial Attacks on Hyperbolic Networks Max van Spengler Jan Zahálka Pascal Mettes AAML OOD 94 0 0 02 Dec 2024
Learning Structured Representations with Hyperbolic Embeddings Aditya Sinha Siqi Zeng M. Yamada Han Zhao 85 0 0 02 Dec 2024
Klein Model for Hyperbolic Neural Networks Yidan Mao Jing Gu Marcus C. Werner Dongmian Zou 24 0 0 22 Oct 2024
HVT: A Comprehensive Vision Framework for Learning in Non-Euclidean Space Jacob Fein-Ashley Ethan Feng Minh Pham 30 3 0 25 Sep 2024
Hyperbolic Image-and-Pointcloud Contrastive Learning for 3D Classification Naiwen Hu Haozhe Cheng Yifan Xie Pengcheng Shi Jihua Zhu 3DPC 36 0 0 24 Sep 2024
Learning Multi-Manifold Embedding for Out-Of-Distribution Detection Jeng-Lin Li Ming-Ching Chang Wei-Chao Chen OODD 53 1 0 19 Sep 2024
Hyperbolic Learning with Multimodal Large Language Models Paolo Mandica Luca Franco Konstantinos Kallidromitis Suzanne Petryk Fabio Galasso 44 1 0 09 Aug 2024
Emergent Visual-Semantic Hierarchies in Image-Text Representations Morris Alper Hadar Averbuch-Elor VLM 37 7 0 11 Jul 2024
UDON: Universal Dynamic Online distillatioN for generic image representations Nikolaos-Antonios Ypsilantis Kaifeng Chen André Araujo Ondřej Chum 43 3 0 12 Jun 2024
Potential Field Based Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 51 1 0 28 May 2024
HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts Wonjae Kim Sanghyuk Chun Taekyung Kim Dongyoon Han Sangdoo Yun 47 7 0 26 Apr 2024
DVF: Advancing Robust and Accurate Fine-Grained Image Retrieval with Retrieval Guidelines Xin Jiang Hao Tang Rui Yan Jinhui Tang Zechao Li 42 3 0 24 Apr 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 30 1 0 23 Apr 2024
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing Kartik Narayan Vishal M. Patel CVBM 41 1 0 22 Apr 2024
Anchor-aware Deep Metric Learning for Audio-visual Retrieval Donghuo Zeng Yanan Wang Kazushi Ikeda Yi Yu 51 2 0 21 Apr 2024
Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping Hyeongjun Kwon Jinhyun Jang Jin-Hwa Kim Kwonyoung Kim Kwanghoon Sohn 46 1 0 01 Apr 2024
A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets T. Doan Sima Behpour Xin Li Wenbin He Liangke Gou Liu Ren VLM 43 1 0 10 Mar 2024
HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation Zhiying Leng Tolga Birdal Xiaohui Liang Federico Tombari 39 3 0 01 Mar 2024
Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning Li Ren Chen Chen Liqiang Wang Kien Hua 24 4 0 04 Feb 2024
Generating Multi-Center Classifier via Conditional Gaussian Distribution Zhemin Zhang Xun Gong 26 0 0 29 Jan 2024
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation Li Ren Chen Chen Liqiang Wang Kien Hua 39 7 0 01 Jan 2024
ProcSim: Proxy-based Confidence for Robust Similarity Learning Oriol Barbany Xiaofan Lin Muhammet Bastan Arnab Dhua 19 2 0 01 Nov 2023
Hyp-UML: Hyperbolic Image Retrieval with Uncertainty-aware Metric Learning Shiyang Yan Zongxuan Liu Lin Xu 32 0 0 12 Oct 2023
Knowledge-based Multiple Adaptive Spaces Fusion for Recommendation Meng Yuan Fuzhen Zhuang Zhao Zhang Deqing Wang Jin Dong 36 3 0 29 Aug 2023
Generalized Sum Pooling for Metric Learning †. YetiZ.Gürbüz Ozan Sener Alatan RSiM FedML 38 6 0 18 Aug 2023
Hyperbolic Face Anti-Spoofing Shuangpeng Han Rizhao Cai Yawen Cui Zitong Yu Yongjian Hu Alex C. Kot CVBM AAML 30 2 0 17 Aug 2023
HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning Xinting Liao Weiming Liu Chaochao Chen Pengyang Zhou Huabin Zhu Yanchao Tan Jun Wang Yue Qi FedML 38 11 0 26 Jul 2023
E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning Cheng Han Qifan Wang Yiming Cui Zhiwen Cao Wenguan Wang Siyuan Qi Dongfang Liu VPVLM VLM 25 48 0 25 Jul 2023
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection T. Doan Xin Li Sima Behpour Wenbin He Liangke Gou Liu Ren 25 7 0 25 Jun 2023
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift Luca Franco Paolo Mandica Konstantinos Kallidromitis Devin Guillory Yu-Teng Li Trevor Darrell Fabio Galasso 51 9 0 19 Jun 2023
HypLL: The Hyperbolic Learning Library Max van Spengler Philipp Wirth Pascal Mettes AI4CE 13 5 0 09 Jun 2023
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes A. Durrant Georgios Leontidis SSL 35 4 0 18 May 2023
Hyperbolic Deep Learning in Computer Vision: A Survey Pascal Mettes Mina Ghadimi Atigh Martin Keller-Ressel Jeffrey Gu Serena Yeung 36 38 0 11 May 2023
STIR: Siamese Transformer for Image Retrieval Postprocessing Aleksei Shabanov Aleksei Tarasov Sergey I. Nikolenko 25 4 0 26 Apr 2023
Hyperbolic Geometry in Computer Vision: A Survey Pengfei Fang Mehrtash Harandi Trung Le Dinh Q. Phung 22 4 0 21 Apr 2023
Hyperbolic Image-Text Representations Karan Desai Maximilian Nickel Tanmay Rajpurohit Justin Johnson Ramakrishna Vedantam VLM 42 57 0 18 Apr 2023
Unicom: Universal and Compact Representation Learning for Image Retrieval Xiang An Jiankang Deng Kaicheng Yang Jaiwei Li Ziyong Feng Jia Guo Jing Yang Tongliang Liu VLM SSL 37 26 0 12 Apr 2023
HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion Sijie Wang Qiyu Kang Rui She Wei Wang K. Zhao Yang Song Wee Peng Tay 31 18 0 03 Apr 2023
Fully Hyperbolic Convolutional Neural Networks for Computer Vision Ahmad Bdeir Kristian Schwethelm Niels Landwehr 41 10 0 28 Mar 2023
Poincaré ResNet Max van Spengler E. Berkhout Pascal Mettes SSL 48 12 0 24 Mar 2023
HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations Luca Franco Paolo Mandica Bharti Munjal Fabio Galasso SSL 3DH 23 28 0 10 Mar 2023
Fashion Image Retrieval with Multi-Granular Alignment Jinkuan Zhu Hao Huang Q. Deng Xiyao Li 12 2 0 16 Feb 2023
Hyperbolic Contrastive Learning Yun Yue Fangzhou Lin Kazunori D Yamada Ziming Zhang SSL 33 18 0 02 Feb 2023