Learning Deep Representations of Fine-grained Visual Descriptions

17 May 2016

Bernt Schiele

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

50 / 109 papers shown

Title
Few-shot Novel Category Discovery Chunming Li Shidong Wang Haofeng Zhang 31 0 0 13 May 2025
Multi-modal Reference Learning for Fine-grained Text-to-Image Retrieval Zehong Ma Hao Chen Wei Zeng Limin Su Shiliang Zhang AI4TS 35 0 0 10 Apr 2025
Exploiting Mixture-of-Experts Redundancy Unlocks Multimodal Generative Abilities Raman Dutt Harleen Hanspal Guoxuan Xia Petru-Daniel Tudosiu Alexander Black Yongxin Yang Steven G. McDonagh Sarah Parisot MoE 38 0 0 28 Mar 2025
ArtFormer: Controllable Generation of Diverse 3D Articulated Objects Jiayi Su Youhe Feng Zheng Li Jinhua Song Yangfan He Botao Ren Botian Xu AI4CE 88 2 0 10 Dec 2024
A separability-based approach to quantifying generalization: which layer is best? Luciano Dyballa Evan Gerritz Steven W. Zucker OOD 26 3 0 02 May 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 29 10 0 15 Apr 2024
Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection Ting Lei Shaofeng Yin Yang Liu VLM 33 9 0 09 Apr 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 34 5 0 11 Mar 2024
Cross-Modal Coordination Across a Diverse Set of Input Modalities Jorge Sánchez Rodrigo Laguna VLM 30 0 0 29 Jan 2024
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani J. Liu 73 31 0 27 Aug 2023
Learning Adversarial Semantic Embeddings for Zero-Shot Recognition in Open Worlds Tianqi Li Guansong Pang Xiao Bai Jingyi Zheng Lei Zhou Xin Ning VLM 30 27 0 07 Jul 2023
Text-based Person Search without Parallel Image-Text Data Yang Bai Jingyao Wang Min Cao Cheng Chen Ziqiang Cao Liqiang Nie Min Zhang 25 13 0 22 May 2023
Data Redaction from Conditional Generative Models Zhifeng Kong Kamalika Chaudhuri KELM 16 7 0 18 May 2023
Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning Man Liu Feng Li Chunjie Zhang Yunchao Wei H. Bai Yao-Min Zhao 40 38 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 18 3 0 27 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 24 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 21 5 0 12 Jan 2023
Understanding and Enhancing Robustness of Concept-based Models Sanchit Sinha Mengdi Huai Jianhui Sun Aidong Zhang AAML 23 18 0 29 Nov 2022
Evolutionary Generalized Zero-Shot Learning Dubing Chen Haofeng Zhang Yang Long VLM 23 1 0 23 Nov 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 27 1 0 22 Nov 2022
Spatial Reasoning for Few-Shot Object Detection Geonuk Kim Ho-Choul Jung Seong-Whan Lee ObjD 25 33 0 02 Nov 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 64 76 0 13 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 19 91 0 18 Aug 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 31 32 0 25 May 2022
Text-to-Face Generation with StyleGAN2 D. M. A. Ayanthi Sarasi Munasinghe CVBM 28 5 0 25 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 41 342 0 13 May 2022
StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis Zhiheng Li Martin Renqiang Min K. Li Chenliang Xu EGVM 25 39 0 29 Mar 2022
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 22 44 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 19 29 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 M. Pagnucco Yang Song AI4TS 19 19 0 10 Mar 2022
SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization Austin W. Hanjie A. Deshpande Karthik Narasimhan VLM 25 2 0 26 Feb 2022
TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning Shiming Chen Zi-Quan Hong Wenjin Hou Guosen Xie Yibing Song Jian-jun Zhao Xinge You Shuicheng Yan Ling Shao ViT 17 44 0 16 Dec 2021
Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval Zongheng Huang YiFan Sun Chuchu Han Changxin Gao Nong Sang 25 6 0 15 Dec 2021
TransZero: Attribute-guided Transformer for Zero-Shot Learning Shiming Chen Ziming Hong Yang Liu Guosen Xie Baigui Sun Hao Li Qinmu Peng Kelvin Lu Xinge You ViT 32 131 0 03 Dec 2021
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge J. Belongie 66 279 0 11 Nov 2021
Subspace Regularizers for Few-Shot Class Incremental Learning Afra Feyza Akyürek Ekin Akyürek Derry Wijaya Jacob Andreas CLL 19 59 0 13 Oct 2021
Morphable Detector for Object Detection on Demand Xiangyun Zhao Xu Zou Ying Nian Wu ObjD 22 4 0 10 Oct 2021
DSSL: Deep Surroundings-person Separation Learning for Text-based Person Retrieval A. Zhu Zijie Wang Yifeng Li Xili Wan Jing Jin Tian Wang Fangqiang Hu G. Hua 93 162 0 12 Sep 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 13 77 0 14 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 16 133 0 29 Jul 2021
From Show to Tell: A Survey on Deep Learning-based Image Captioning Matteo Stefanini Marcella Cornia Lorenzo Baraldi S. Cascianelli G. Fiameni Rita Cucchiara 3DV VLM MLLM 55 254 0 14 Jul 2021
Mitigating Generation Shifts for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Sen Wang Ruihong Qiu Jingjing Li Zi Huang 13 25 0 07 Jul 2021
Graceful Degradation and Related Fields J. Dymond 23 4 0 21 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 34 24 0 11 Jun 2021
CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval Ushasi Chaudhuri Biplab Banerjee A. Bhattacharya Mihai Datcu 21 29 0 20 Apr 2021
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning Bonan Li Xuecheng Nie Congying Han DiffM 11 0 0 19 Mar 2021
Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions Sebastian Bujwid Josephine Sullivan VLM 23 28 0 17 Mar 2021
Semantic Borrowing for Generalized Zero-Shot Learning Xiao-wei Chen 19 1 0 30 Jan 2021
Adversarial Text-to-Image Synthesis: A Review Stanislav Frolov Tobias Hinz Federico Raue Jörn Hees Andreas Dengel EGVM 14 176 0 25 Jan 2021
Connecting Context-specific Adaptation in Humans to Meta-learning Rachit Dubey Erin Grant Michael Luo Karthik Narasimhan Thomas L. Griffiths 6 4 0 27 Nov 2020