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Zero-Shot Learning via Joint Latent Similarity Embedding

14 November 2015

Papers citing "Zero-Shot Learning via Joint Latent Similarity Embedding"

50 / 108 papers shown

Title
DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation Ziyu Zhao Xiaoguang Li Linjia Shi Nasrin Imanpour Song Wang VLM 66 0 0 16 May 2025
Target inductive methods for zero-shot regression Miriam Fdez-Díaz J. R. Quevedo E. Montañés 78 7 0 02 Feb 2024
MNER-QG: An End-to-End MRC framework for Multimodal Named Entity Recognition with Query Grounding Meihuizi Jia Lei Shen Xin Shen L. Liao Meng Chen Xiaodong He Zhen-Heng Chen Jiaqi Li 78 42 0 27 Nov 2022
Denoising Multi-Similarity Formulation: A Self-paced Curriculum-Driven Approach for Robust Metric Learning Chenkang Zhang Lei Luo Bin Gu 66 4 0 19 Nov 2022
Attention-based Dynamic Subspace Learners for Medical Image Analysis V. SukeshAdiga Jose Dolz H. Lombaert 49 1 0 18 Jun 2022
Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic Attention Ziming Liu Song Guo Jingcai Guo Yuanyuan Xu Fushuo Huo 122 23 0 07 Mar 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 118 23 0 27 Jan 2022
Zero-Shot Sketch Based Image Retrieval using Graph Transformer Sumrit Gupta Ushasi Chaudhuri Biplab Banerjee 85 10 0 25 Jan 2022
Decoupling Zero-Shot Semantic Segmentation Jian Ding Nan Xue Guisong Xia Dengxin Dai VLM 115 195 0 15 Dec 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning Shiming Chen Guosen Xie Yang Liu Qinmu Peng Baigui Sun Hao Li Xinge You Ling Shao 144 128 0 30 Sep 2021
Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains Soumava Paul Titir Dutta Soma Biswas 114 13 0 18 Aug 2021
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford Jan van Gemert 101 62 0 11 Aug 2021
FREE: Feature Refinement for Generalized Zero-Shot Learning Shiming Chen Wenjie Wang Beihao Xia Qinmu Peng Xinge You Feng Zheng Ling Shao VLM 82 137 0 29 Jul 2021
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design Yue Cao Payel Das Vijil Chenthamarakshan Pin-Yu Chen Igor Melnyk Yang Shen 84 50 0 24 Jun 2021
Compositional Fine-Grained Low-Shot Learning Dat T. Huynh Ehsan Elhamifar 83 4 0 21 May 2021
CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval Ushasi Chaudhuri Biplab Banerjee A. Bhattacharya Mihai Datcu 94 30 0 20 Apr 2021
Zero-Shot Instance Segmentation Ye Zheng Jiahong Wu Yongqiang Qin Faen Zhang Li Cui ISeg VLM 65 54 0 14 Apr 2021
Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning Geonmo Gu ByungSoo Ko Han-Gyu Kim 54 36 0 29 Mar 2021
Embedding Transfer with Label Relaxation for Improved Metric Learning Sungyeon Kim Dongwon Kim Minsu Cho Suha Kwak 77 32 0 27 Mar 2021
Incrementally Zero-Shot Detection by an Extreme Value Analyzer Sixiao Zheng Yanwei Fu Yanxi Hou VLM ObjD 119 1 0 23 Mar 2021
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning Bonan li Xuecheng Nie Congying Han DiffM 46 0 0 19 Mar 2021
Background Learnable Cascade for Zero-Shot Object Detection Ye Zheng Ruoran Huang Chuanqi Han Xi Huang Li Cui ObjD 120 48 0 09 Oct 2020
ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection Ye Liu Junsong Yuan Chang Wen Chen 244 82 0 14 Aug 2020
Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini Zeynep Akata Elisa Ricci Barbara Caputo VLM 151 101 0 23 Jul 2020
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations John Giorgi Osvald Nitski Bo Wang Gary D. Bader SSL 146 499 0 05 Jun 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 111 55 0 29 Apr 2020
Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval Xinxu Xu Cheng Deng Muli Yang Hao Wang 92 34 0 22 Mar 2020
From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition Fuzhen Li Zhenfeng Zhu Xingxing Zhang Jian Cheng Yao Zhao 70 2 0 10 Feb 2020
GTNet: Generative Transfer Network for Zero-Shot Object Detection Shizhen Zhao Changxin Gao Yuanjie Shao Lerenhan Li Changqian Yu Zhong Ji Nong Sang ViT ObjD 144 54 0 19 Jan 2020
Cross-Batch Memory for Embedding Learning Xun Wang H. Zhang Weilin Huang Matthew R. Scott 148 247 0 14 Dec 2019
Dont Even Look Once: Synthesizing Features for Zero-Shot Detection Pengkai Zhu Hanxiao Wang Venkatesh Saligrama ObjD 107 89 0 18 Nov 2019
Hierarchical Prototype Learning for Zero-Shot Recognition Xingxing Zhang Shupeng Gui Zhenfeng Zhu Yao Zhao Ji Liu VLM 98 22 0 24 Oct 2019
Zero-shot Learning via Simultaneous Generating and Learning Hyeonwoo Yu Beomhee Lee VLM GAN 55 54 0 21 Oct 2019
Alleviating Feature Confusion for Generative Zero-shot Learning Jingjing Li Mengmeng Jing Ke Lu Lei Zhu Yang Yang Zi Huang GAN 74 62 0 17 Sep 2019
Deep Metric Learning with Density Adaptivity Yehao Li Ting Yao Yingwei Pan Hongyang Chao Tao Mei 144 11 0 09 Sep 2019
Hierarchically-Refined Label Attention Network for Sequence Labeling Leyang Cui Yue Zhang BDL 57 89 0 23 Aug 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 104 176 0 16 Aug 2019
OD-GCN: Object Detection Boosted by Knowledge GCN Zheng Liu Zidong Jiang Wei Feng Hui Feng ObjD 49 13 0 06 Aug 2019
Learning Visual Actions Using Multiple Verb-Only Labels Michael Wray Dima Damen 78 7 0 25 Jul 2019
From Zero-Shot Learning to Cold-Start Recommendation Jingjing Li Mengmeng Jing Ke Lu Lei Zhu Yang Yang Zi Huang 61 150 0 20 Jun 2019
Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencing Sungmin Eum H. Kwon 38 3 0 13 Jun 2019
Joint Concept Matching based Learning for Zero-Shot Recognition Wen Tang Ashkan Panahi Hamid Krim VLM 35 1 0 13 Jun 2019
Zero-Shot Image Classification Using Coupled Dictionary Embedding Mohammad Rostami Soheil Kolouri Zak Murez Yuri Owekcho Eric Eaton Kuyngnam Kim VLM 30 15 0 10 Jun 2019
Generative Model for Zero-Shot Sketch-Based Image Retrieval Vinay Kumar Verma Aakansha Mishra Ashish Mishra Piyush Rai BDL DiffM 73 25 0 18 Apr 2019
Semantically Aligned Bias Reducing Zero Shot Learning Akanksha Paul N. C. Krishnan Prateek Munjal VLM 57 64 0 16 Apr 2019
Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning Xun Wang Xintong Han Weilin Huang Dengke Dong Matthew R. Scott 110 757 0 14 Apr 2019
AMS-SFE: Towards an Alignment of Manifold Structures via Semantic Feature Expansion for Zero-shot Learning Jingcai Guo Song Guo 82 19 0 12 Apr 2019
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning Xin Wang Feng Yu Ruth Wang Trevor Darrell Joseph E. Gonzalez 83 105 0 11 Apr 2019
Leveraging the Invariant Side of Generative Zero-Shot Learning Jingjing Li Mengmeng Jing Ke Lu Zhengming Ding Lei Zhu Zi Huang VLM GAN 42 307 0 08 Apr 2019
Adaptive Adjustment with Semantic Feature Space for Zero-Shot Recognition Jingcai Guo Song Guo VLM 66 24 0 30 Mar 2019