Learning Deep Representations of Fine-grained Visual Descriptions

17 May 2016

Bernt Schiele

Papers citing "Learning Deep Representations of Fine-grained Visual Descriptions"

50 / 351 papers shown

Title
CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning Zhao-Heng Zheng Haidong Zhu Ramkant Nevatia CoGe 98 7 0 26 May 2023
T2TD: Text-3D Generation Model based on Prior Knowledge Guidance Weizhi Nie Ruidong Chen Weijie Wang Bruno Lepri N. Sebe 74 7 0 25 May 2023
RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search Yang Bai Ming-Ming Cao Daming Gao Ziqiang Cao Cheng Chen Zhenfeng Fan Liqiang Nie Min Zhang AI4TS 128 62 0 23 May 2023
Text-based Person Search without Parallel Image-Text Data Yang Bai Wenwen Qiang Min Cao Cheng Chen Ziqiang Cao Liqiang Nie Min Zhang 94 15 0 22 May 2023
Data Redaction from Conditional Generative Models Zhifeng Kong Kamalika Chaudhuri KELM 77 7 0 18 May 2023
Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges Nicolás Catalano Matteo Matteucci VLM 73 4 0 12 Apr 2023
Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning Man Liu Feng Li Chunjie Zhang Yunchao Wei H. Bai Yao-Min Zhao 90 41 0 27 Mar 2023
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph Rixin Zhou Jiafu Wei Qian Zhang RuiHua Qi Xi Yang Chuntao Li AI4CE 152 3 0 27 Mar 2023
Bi-directional Distribution Alignment for Transductive Zero-Shot Learning Zhicai Wang Y. Hao Tingting Mu Ouxiang Li Shuo Wang Xiangnan He VLM 65 10 0 15 Mar 2023
Describe me an Aucklet: Generating Grounded Perceptual Category Descriptions Bill Noble N. Ilinykh 112 0 0 07 Mar 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions Binyang Song Ruilin Zhou Faez Ahmed AI4CE 144 47 0 14 Feb 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 87 0 0 08 Feb 2023
Scene-centric vs. Object-centric Image-Text Cross-modal Retrieval: A Reproducibility Study Mariya Hendriksen Svitlana Vakulenko E. Kuiper Maarten de Rijke 93 4 0 12 Jan 2023
Attribute-Centric Compositional Text-to-Image Generation Yuren Cong Martin Renqiang Min Erran L. Li Bodo Rosenhahn M. Yang 114 13 0 04 Jan 2023
Knowledge-Guided Data-Centric AI in Healthcare: Progress, Shortcomings, and Future Directions Edward Y. Chang MedIm 54 7 0 27 Dec 2022
Understanding and Enhancing Robustness of Concept-based Models Sanchit Sinha Mengdi Huai Jianhui Sun Aidong Zhang AAML 67 22 0 29 Nov 2022
Evolutionary Generalized Zero-Shot Learning Dubing Chen Haofeng Zhang Yang Long VLM 78 1 0 23 Nov 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 100 1 0 22 Nov 2022
A survey on knowledge-enhanced multimodal learning Maria Lymperaiou Giorgos Stamou 164 15 0 19 Nov 2022
Spatial Reasoning for Few-Shot Object Detection Geonuk Kim Ho-Choul Jung Seong-Whan Lee ObjD 68 34 0 02 Nov 2022
Text2Model: Text-based Model Induction for Zero-shot Image Classification Ohad Amosy Tomer Volk Eilam Shapira Eyal Ben-David Roi Reichart Gal Chechik VLM 51 1 0 27 Oct 2022
Visual-Semantic Contrastive Alignment for Few-Shot Image Classification Mohamed Afham Ranga Rodrigo VLM 142 5 0 20 Oct 2022
Learning by Asking Questions for Knowledge-based Novel Object Recognition Kohei Uehara Tatsuya Harada 29 1 0 12 Oct 2022
Vision+X: A Survey on Multimodal Learning in the Light of Data Ye Zhu Yuehua Wu N. Sebe Yan Yan 112 19 0 05 Oct 2022
DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection Lewei Yao Jianhua Han Youpeng Wen Xiaodan Liang Dan Xu Wei Zhang Zhenguo Li Chunjing Xu Hang Xu CLIP VLM 188 160 0 20 Sep 2022
Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold Zijie Wang Aichun Zhu Jingyi Xue Xili Wan Chao Liu Tiang-Cong Wang Yifeng Li 120 81 0 13 Sep 2022
CAIBC: Capturing All-round Information Beyond Color for Text-based Person Retrieval Zijie Wang Aichun Zhu Jingyi Xue Xili Wan Chao Liu Tiang-Cong Wang Yifeng Li 138 86 0 13 Sep 2022
What does a platypus look like? Generating customized prompts for zero-shot image classification Sarah M Pratt Ian Covert Rosanne Liu Ali Farhadi VLM 189 225 0 07 Sep 2022
See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval Xiujun Shu Wei Wen Haoqian Wu Keyun Chen Yi-Zhe Song Ruizhi Qiao Bohan Ren Xiao Wang 103 99 0 18 Aug 2022
Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization Kang Liu Ke Chen Kui Jia 89 28 0 03 Aug 2022
Learning Prototype via Placeholder for Zero-shot Recognition Zaiquan Yang Yang Liu Wenjia Xu Chong Huang Lei Zhou Chao Tong VLM 131 7 0 29 Jul 2022
Grounding Visual Representations with Texts for Domain Generalization Seonwoo Min Nokyung Park Siwon Kim Seunghyun Park Jinkyu Kim OOD 65 34 0 21 Jul 2022
Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions Kosuke Nishida Kyosuke Nishida Shuichi Nishioka VLM 77 7 0 07 Jul 2022
GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Sen Wang Jingjing Li Zi Huang 56 14 0 05 Jul 2022
Recognition of Unseen Bird Species by Learning from Field Guides Andrés C. Rodríguez Stefano Dáronco Rodrigo Caye Daudt Jan Dirk Wegner Konrad Schindler 52 1 0 03 Jun 2022
Mutual Information Divergence: A Unified Metric for Multimodal Generative Models Jin-Hwa Kim Yunji Kim Jiyoung Lee Kang Min Yoo Sang-Woo Lee EGVM 108 35 0 25 May 2022
Text-to-Face Generation with StyleGAN2 D. M. A. Ayanthi Sarasi Munasinghe CVBM 48 5 0 25 May 2022
Face2Text revisited: Improved data set and baseline results Marc Tanti Shaun Abdilla A. Muscat Claudia Borg R. Farrugia Albert Gatt CVBM 34 3 0 24 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 128 390 0 13 May 2022
Deconstructed Generation-Based Zero-Shot Model Dubing Chen Yuming Shen Haofeng Zhang Philip Torr 83 8 0 24 Apr 2022
K-LITE: Learning Transferable Visual Models with External Knowledge Sheng Shen Chunyuan Li Xiaowei Hu Jianwei Yang Yujia Xie ... Ce Liu Kurt Keutzer Trevor Darrell Anna Rohrbach Jianfeng Gao CLIP VLM 72 85 0 20 Apr 2022
StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis Zhiheng Li Martin Renqiang Min Keqin Li Chenliang Xu EGVM 79 40 0 29 Mar 2022
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 77 46 0 23 Mar 2022
Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis Yaogong Feng Xiaowen Huang Pengbo Yang Jian Yu Jitao Sang DiffM 81 30 0 10 Mar 2022
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains Lei Fan Yiwen Ding Dongdong Fan Donglin Di Maurice Pagnucco Yang Song AI4TS 80 22 0 10 Mar 2022
A Gating Model for Bias Calibration in Generalized Zero-shot Learning Gukyeong Kwon Ghassan Al-Regib 97 25 0 08 Mar 2022
Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning Yi Gao Chenwei Tang Jiancheng Lv 103 0 0 05 Mar 2022
SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization Austin W. Hanjie Ameet Deshpande Karthik Narasimhan VLM 80 2 0 26 Feb 2022
WAD-CMSN: Wasserstein Distance based Cross-Modal Semantic Network for Zero-Shot Sketch-Based Image Retrieval Guanglong Xu Zhensheng Hu Jia Cai 71 2 0 11 Feb 2022
Bias-Eliminated Semantic Refinement for Any-Shot Learning Liangjun Feng Chunhui Zhao Xi Li DiffM GAN 86 18 0 10 Feb 2022