FREE: Feature Refinement for Generalized Zero-Shot Learning

29 July 2021

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Papers citing "FREE: Feature Refinement for Generalized Zero-Shot Learning"

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Title
Prototype-Guided Curriculum Learning for Zero-Shot Learning Lei Wang Shiming Chen Guo-Sen Xie Ziming Hong Chaojian Yu Qinmu Peng Xinge You VLM 28 0 0 11 Aug 2025
Optimizing Genetic Algorithms with Multilayer Perceptron Networks for Enhancing TinyFace Recognition Mohammad Subhi Al-Batah Mowafaq Salem Alzboon Muhyeeddin Alqaraleh CVBM 115 3 0 11 Jun 2025
GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder Shiming Chen Dingjie Fu Salman Khan Fahad Shahbaz Khan VLM 195 2 0 17 May 2025
Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning Huajie Jiang Hao Sun Xiaohan Yu Yongli Hu Baocai Yin Jian Yang Yuankai Qi VLM 96 0 0 29 Mar 2025
SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning Zhi Chen Zecheng Zhao Jingcai Guo Jingjing Li Zi Huang VLM 161 1 0 13 Mar 2025
FLEX-CLIP: Feature-Level GEneration Network Enhanced CLIP for X-shot Cross-modal Retrieval Jingyou Xie Jiayi Kuang Zhenzhou Lin Jiarui Ouyang Zishuo Zhao Ying Shen VLM CLIP 200 0 0 26 Nov 2024
Visual-Semantic Graph Matching Net for Zero-Shot Learning Bowen Duan Shiming Chen Yufei Guo Guo-Sen Xie Weiping Ding Yisong Wang 224 1 0 18 Nov 2024
PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning Man Liu Yuxi Liu Feng-Qiang Li Chunjie Zhang Y. X. Wei Meng Wang Tat-Seng Chua Yao Zhao 128 3 0 15 Oct 2024
Leveraging Foundation Models for Zero-Shot IoT Sensing Dinghao Xue Xiaoran Fan Tao Chen Guohao Lan Qun Song AI4CE 120 3 0 29 Jul 2024
Zero-Shot Underwater Gesture Recognition Sandipan Sarma Gundameedi Sai Ram Mohan Hariansh Sehgal Arijit Sur SLR 107 1 0 19 Jul 2024
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning Man Liu Yuxi Liu Feng Li Chunjie Zhang Yunchao Wei H. Bai Tat-Seng Chua VLM 165 0 0 05 Jun 2024
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning Guanglin Zhou Zhongyi Han Shiming Chen Erdun Gao Liming Zhu Salman Khan Xin Gao Lina Yao VLM 138 6 0 20 May 2024
Dual Relation Mining Network for Zero-Shot Learning Jinwei Han Yingguo Gao Zhiwen Lin Ke Yan Shouhong Ding Yuan Gao Gui-Song Xia 69 0 0 06 May 2024
Dual Expert Distillation Network for Generalized Zero-Shot Learning Zhijie Rao Jingcai Guo Xiaocheng Lu Jingming Liang Jie Zhang Yining Qi Kang Wei Xiaofeng Cao FedML 148 4 0 25 Apr 2024
Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning W. Hou Shiming Chen Shuhuang Chen Ziming Hong Yan Wang Xuetao Feng Salman Khan Fahad Shahbaz Khan Xinge You 122 20 0 23 Apr 2024
CREST: Cross-modal Resonance through Evidential Deep Learning for Enhanced Zero-Shot Learning Haojian Huang Xiaozhen Qiao Zhuo Chen Haodong Chen Bingyu Li Zhe Sun Mulin. Chen Xuelong Li 156 13 0 15 Apr 2024
Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning Shiming Chen W. Hou Salman Khan Fahad Shahbaz Khan VLM ViT 126 20 0 11 Apr 2024
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation Jiannan Ge Lingxi Xie Hongtao Xie Pandeng Li Xiaopeng Zhang Yongdong Zhang Qi Tian VLM 136 5 0 08 Apr 2024
High-Discriminative Attribute Feature Learning for Generalized Zero-Shot Learning Yu Lei Guoshuai Sheng Fangfang Li Quanxue Gao Cheng Deng Qin Li VLM 84 1 0 07 Apr 2024
Direct side information learning for zero-shot regression Miriam Fdez-Díaz E. Montañés J. R. Quevedo 94 0 0 02 Feb 2024
SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot VLM 149 0 0 20 Dec 2023
Large Language Models are Good Prompt Learners for Low-Shot Image Classification Zhao-Heng Zheng Jingmin Wei Xuefeng Hu Haidong Zhu Ramkant Nevatia VLM 158 14 0 07 Dec 2023
Attribute-Aware Representation Rectification for Generalized Zero-Shot Learning Zhijie Rao Jingcai Guo Xiaocheng Lu Qihua Zhou Jiewei Zhang Kang Wei Chenxin Li Song Guo 140 7 0 23 Nov 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data Cheng-Hao Tu Hong-You Chen Zheda Mai Shitian Zhao Vardaan Pahuja Tanya Berger-Wolf Song Gao Charles V. Stewart Yu-Chuan Su Wei-Lun Chao CLL 116 7 0 02 Nov 2023
Attribute Localization and Revision Network for Zero-Shot Learning Junzhe Xu Suling Duan Chenwei Tang Zhenan He Jiancheng Lv VLM 86 0 0 11 Oct 2023
Telling Stories for Common Sense Zero-Shot Action Recognition Shreyank N. Gowda Carolina Scarton LM&Ro 110 2 0 29 Sep 2023
Dual Feature Augmentation Network for Generalized Zero-shot Learning L. Xiang Yuan Zhou Haoran Duan Yang Long 103 2 0 25 Sep 2023
Instance Adaptive Prototypical Contrastive Embedding for Generalized Zero Shot Learning Riti Paul Sahil Vora Baoxin Li 154 0 0 13 Sep 2023
Image-free Classifier Injection for Zero-Shot Classification Anders Christensen Goran Frehse A. Sophia Koepke Ole Winther Zeynep Akata VLM 136 11 0 21 Aug 2023
EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning Shiming Chen Shuhuang Chen W. Hou Weiping Ding Xinge You GAN 123 15 0 19 Aug 2023
Meta-ZSDETR: Zero-shot DETR with Meta-learning Lu Zhang Chenbo Zhang Jiajia Zhao Jihong Guan Shuigeng Zhou VLM ObjD 111 5 0 18 Aug 2023
Evolving Semantic Prototype Improves Generative Zero-Shot Learning Shiming Chen W. Hou Ziming Hong Xiaohan Ding Yibing Song Xinge You Tongliang Liu Kun Zhang VLM 128 24 0 12 Jun 2023
CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning Zhao-Heng Zheng Haidong Zhu Ramkant Nevatia CoGe 126 12 0 26 May 2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation Yong Yang Qiong Chen Yuan Feng Tianlin Huang 88 42 0 23 May 2023
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation Di Jin Luzhi Wang Yizhen Zheng Guojie Song Fei Jiang Xiang Li Jialin Li Shirui Pan 84 34 0 10 May 2023
Synthetic Sample Selection for Generalized Zero-Shot Learning Shreyank N. Gowda 86 19 0 06 Apr 2023
Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning Man Liu Feng Li Chunjie Zhang Yunchao Wei Yuxi Liu Yao-Min Zhao 111 45 0 27 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History Xiang Li Ge Wu Lingfeng Yang Wenzhe Wang Renjie Song Jian Yang MU AI4TS 121 2 0 23 Mar 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 182 0 0 08 Feb 2023
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning Sandipan Sarma Arijit Sur VLM 112 2 0 31 Dec 2022
Evolutionary Generalized Zero-Shot Learning Dubing Chen Haofeng Zhang Yang Long VLM 146 1 0 23 Nov 2022
On the Transferability of Visual Features in Generalized Zero-Shot Learning Paola Cascante-Bonilla Leonid Karlinsky James Smith Yanjun Qi Vicente Ordonez 97 2 0 22 Nov 2022
Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning Changkun Ye Nick Barnes L. Petersson Russell Tsuchida BDL SyDa VLM 97 3 0 11 Oct 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Muhammad Ferjad Naeem Yongqin Xian Luc Van Gool F. Tombari VLM 125 43 0 21 Sep 2022
Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces Shitong Sun Chenyang Si Guile Wu S. Gong FedML 127 0 0 29 Aug 2022
Learning Prototype via Placeholder for Zero-shot Recognition Zaiquan Yang Yang Liu Wenjia Xu Chong Huang Lei Zhou Chao Tong VLM 149 11 0 29 Jul 2022
Boosting Zero-shot Learning via Contrastive Optimization of Attribute Representations Yu Du Miaojing Shi Fangyun Wei Guoqi Li VLM 196 15 0 08 Jul 2022
GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Sen Wang Jingjing Li Zi Huang 113 14 0 05 Jul 2022
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning Zhuo Chen Yufen Huang Jiaoyan Chen Yuxia Geng Wen Zhang Yin Fang Jeff Z. Pan Huajun Chen VLM 245 71 0 04 Jul 2022
Deconstructed Generation-Based Zero-Shot Model Dubing Chen Yuming Shen Haofeng Zhang Juil Sock 107 8 0 24 Apr 2022