v1v2 (latest)

Evaluation of Output Embeddings for Fine-Grained Image Classification

30 September 2014

Bernt Schiele

Papers citing "Evaluation of Output Embeddings for Fine-Grained Image Classification"

50 / 437 papers shown

Title
Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning Jiwei Wei Yang Yang Zeyu Ma Jingjing Li Xing Xu Jikang Cheng 64 2 0 26 Dec 2022
Understanding Zero-Shot Adversarial Robustness for Large-Scale Models Chengzhi Mao Scott Geng Junfeng Yang Xin Eric Wang Carl Vondrick VLM 98 71 0 14 Dec 2022
Localized Latent Updates for Fine-Tuning Vision-Language Models Moritz Ibing I. Lim Leif Kobbelt VLM 59 1 0 13 Dec 2022
Resolving Semantic Confusions for Improved Zero-Shot Detection Sandipan Sarma Sushil Kumar Arijit Sur VLM ObjD 92 10 0 12 Dec 2022
Fine-tuned CLIP Models are Efficient Video Learners H. Rasheed Muhammad Uzair Khattak Muhammad Maaz Salman Khan Fahad Shahbaz Khan CLIP VLM 121 162 0 06 Dec 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 97 1 0 22 Nov 2022
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations Chi Han Hengzhi Pei Xinya Du Heng Ji NAI 84 3 0 07 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 49 1 0 27 Oct 2022
Prompt-guided Scene Generation for 3D Zero-Shot Learning Majid Nasiri A. Cheraghian T. Chowdhury Sahar Ahmadi Morteza Saberi Shafin Rahman 3DPC DiffM 44 3 0 29 Sep 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Muhammad Ferjad Naeem Yongqin Xian Luc Van Gool F. Tombari VLM 93 38 0 21 Sep 2022
A Survey of Neural Trees Haoling Li Mingli Song Mengqi Xue Haofei Zhang Jingwen Ye Lechao Cheng Mingli Song AI4CE 102 6 0 07 Sep 2022
Expanding Language-Image Pretrained Models for General Video Recognition Bolin Ni Houwen Peng Minghao Chen Songyang Zhang Gaofeng Meng Jianlong Fu Shiming Xiang Haibin Ling VLM CLIP ViT 125 328 0 04 Aug 2022
Temporal and cross-modal attention for audio-visual zero-shot learning Otniel-Bogdan Mercea Thomas Hummel A. Sophia Koepke Zeynep Akata 100 27 0 20 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 50 1 0 03 Jun 2022
Prefix Conditioning Unifies Language and Label Supervision Kuniaki Saito Kihyuk Sohn Xinming Zhang Chun-Liang Li Chen-Yu Lee Kate Saenko Tomas Pfister VLM CLIP 97 16 0 02 Jun 2022
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes Alessio Mazzetto Cristina Menghini A. Yuan E. Upfal Stephen H. Bach VLM 56 1 0 25 May 2022
Exploring the Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Out-of-Scope Detection Tasks Claudio S. Pinhanez Paulo Cavalin 21 1 0 18 May 2022
Deconstructed Generation-Based Zero-Shot Model Dubing Chen Yuming Shen Haofeng Zhang Philip Torr 76 8 0 24 Apr 2022
Learning Compositional Representations for Effective Low-Shot Generalization Samarth Mishra Pengkai Zhu Venkatesh Saligrama OCL 56 3 0 17 Apr 2022
Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification Dwarikanath Mahapatra MedIm 62 2 0 04 Apr 2022
Attribute Prototype Network for Any-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 82 39 0 04 Apr 2022
An Iterative Co-Training Transductive Framework for Zero Shot Learning Bo Liu Lihua Hu Qiulei Dong Zhanyi Hu VLM 83 14 0 30 Mar 2022
Hybrid Routing Transformer for Zero-Shot Learning Dezhong Cheng Gerong Wang Boshen Wang Qiang Zhang Jungong Han Dingwen Zhang 108 71 0 29 Mar 2022
Practical Aspects of Zero-Shot Learning E. Saad M. Paprzycki M. Ganzha VLM 106 1 0 29 Mar 2022
Deep Hierarchical Semantic Segmentation Liulei Li Tianfei Zhou Wenguan Wang Jianwu Li Yi Yang SSeg 581 137 0 27 Mar 2022
Pixel VQ-VAEs for Improved Pixel Art Representation Akash Saravanan Matthew J. Guzdial 49 8 0 23 Mar 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 97 42 0 20 Mar 2022
Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector Bo Liu Qiulei Dong Zhanyi Hu 89 11 0 17 Mar 2022
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language Otniel-Bogdan Mercea Lukas Riesch A. Sophia Koepke Zeynep Akata 78 50 0 07 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Lingfeng Yang Xiang Li Renjie Song Borui Zhao J. Tao Shihao Zhou Jiajun Liang Jian Yang 64 39 0 07 Mar 2022
WAD-CMSN: Wasserstein Distance based Cross-Modal Semantic Network for Zero-Shot Sketch-Based Image Retrieval Guanglong Xu Zhensheng Hu Jia Cai 61 2 0 11 Feb 2022
How Robust are Discriminatively Trained Zero-Shot Learning Models? M. K. Yucel R. G. Cinbis Pinar Duygulu 86 14 0 26 Jan 2022
Diversity-boosted Generalization-Specialization Balancing for Zero-shot Learning Yun Yvonna Li Zhe Liu Xiaojun Chang Julian McAuley L. Yao 94 11 0 06 Jan 2022
Learning Semantic Ambiguities for Zero-Shot Learning Celina Hanouti Hervé Le Borgne VLM 102 6 0 05 Jan 2022
Semantically Grounded Visual Embeddings for Zero-Shot Learning Shah Nawaz Jacopo Cavazza Alessio Del Bue ObjD FedML VLM 105 3 0 03 Jan 2022
Robust Region Feature Synthesizer for Zero-Shot Object Detection Peiliang Huang Junwei Han De Cheng Dingwen Zhang ObjD 96 39 0 01 Jan 2022
Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification Zhiyu Fang Xiaobin Zhu Chun Yang Zheng Han Jingyan Qin Xu-Cheng Yin 74 17 0 24 Dec 2021
Contrastive Object Detection Using Knowledge Graph Embeddings Christopher Lang Alexander Braun Abhinav Valada 64 8 0 21 Dec 2021
Tell me what you see: A zero-shot action recognition method based on natural language descriptions Valter Estevam Rayson Laroca David Menotti Hélio Pedrini 88 13 0 18 Dec 2021
Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation Bichen Wu Rui Cheng Peizhao Zhang Tianren Gao Peter Vajda Joseph E. Gonzalez VLM 110 45 0 17 Dec 2021
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 99 47 0 16 Dec 2021
Decoupling Zero-Shot Semantic Segmentation Jian Ding Nan Xue Guisong Xia Dengxin Dai VLM 115 195 0 15 Dec 2021
Prototypical Model with Novel Information-theoretic Loss Function for Generalized Zero Shot Learning Chunlin Ji Hanchu Shen Zhan Xiong F. Chen Meiying Zhang Huiwen Yang 110 0 0 06 Dec 2021
Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis Yu-Hsuan Li Tzu-Yin Chao Ching-Chun Huang Pin-Yu Chen Wei-Chen Chiu VLM 122 1 0 28 Nov 2021
Combined Scaling for Zero-shot Transfer Learning Hieu H. Pham Zihang Dai Golnaz Ghiasi Kenji Kawaguchi Hanxiao Liu ... Yi-Ting Chen Minh-Thang Luong Yonghui Wu Mingxing Tan Quoc V. Le VLM 113 201 0 19 Nov 2021
Dual Progressive Prototype Network for Generalized Zero-Shot Learning Chaoqun Wang Shaobo Min Xuejin Chen Xiaoyan Sun Houqiang Li 116 45 0 03 Nov 2021
Region Semantically Aligned Network for Zero-Shot Learning Ziyang Wang Yunhao Gou Jingjing Li Yu Zhang Yang Yang 78 11 0 14 Oct 2021
ZSpeedL -- Evaluating the Performance of Zero-Shot Learning Methods using Low-Power Devices Cristiano Patrício João Neves 17 2 0 09 Oct 2021
Weak Novel Categories without Tears: A Survey on Weak-Shot Learning Li Niu VLM OffRL 72 2 0 06 Oct 2021