Interpretable Zero-shot Learning with Infinite Class Concepts

6 May 2025

Papers citing "Interpretable Zero-shot Learning with Infinite Class Concepts"

32 / 32 papers shown

Title
Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning Xiangyang Qu Jing Yu Keke Gai Jiamin Zhuang Yuanmin Tang Gang Xiong Gaopeng Gou Qi Wu 91 3 0 22 Jul 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 89 12 0 23 Apr 2024
Incremental Residual Concept Bottleneck Models Chenming Shang Shiji Zhou Hengyuan Zhang Xinzhe Ni Yujiu Yang Yuwang Wang 106 18 0 13 Apr 2024
Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning Shiming Chen W. Hou Salman Khan Fahad Shahbaz Khan VLM ViT 89 15 0 11 Apr 2024
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 87 20 0 12 Jun 2023
Evaluating Open-Domain Question Answering in the Era of Large Language Models Ehsan Kamalloo Nouha Dziri C. Clarke Davood Rafiei ELM 66 108 0 11 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,748 0 15 Mar 2023
Benchmarking Large Language Models for News Summarization Tianyi Zhang Faisal Ladhak Esin Durmus Percy Liang Kathleen McKeown Tatsunori B. Hashimoto ELM 97 527 0 31 Jan 2023
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification Muhammad Ferjad Naeem Muhammad Gul Zain Ali Khan Yongqin Xian Muhammad Zeshan Afzal D. Stricker Luc Van Gool F. Tombari VLM 65 56 0 05 Dec 2022
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification Yue Yang Artemis Panagopoulou Shenghao Zhou Daniel Jin Chris Callison-Burch Mark Yatskar 116 234 0 21 Nov 2022
Rebalanced Zero-shot Learning Zihan Ye Guan Yang Xiaobo Jin Youfa Liu Kaizhu Huang VLM 102 8 0 13 Oct 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Muhammad Ferjad Naeem Yongqin Xian Luc Van Gool F. Tombari VLM 56 38 0 21 Sep 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 86 66 0 04 Jul 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 66 42 0 20 Mar 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 232 2,435 0 08 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 845 9,683 0 28 Jan 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 93 47 0 16 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 89 137 0 03 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 110 128 0 30 Sep 2021
On Hallucination and Predictive Uncertainty in Conditional Language Generation Yijun Xiao Wenjie Wang HILM 159 192 0 28 Mar 2021
Goal-Oriented Gaze Estimation for Zero-Shot Learning Yang Liu Lei Zhou Xiao Bai Yifei Huang Lin Gu Jun Zhou Tatsuya Harada 95 119 0 05 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 975 29,871 0 26 Feb 2021
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data Katja Filippova 52 111 0 12 Oct 2020
Attribute Prototype Network for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata 63 294 0 19 Aug 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 86 1,039 0 02 May 2020
Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning Shaobo Min Hantao Yao Hongtao Xie Chaoqun Wang Zhengjun Zha Yongdong Zhang 59 142 0 30 Mar 2020
Selective Zero-Shot Classification with Augmented Attributes Mingli Song Chengchao Shen Jie Lei Anxiang Zeng Kairi Ou Dacheng Tao Xiuming Zhang 47 23 0 19 Jul 2018
Feature Generating Networks for Zero-Shot Learning Yongqin Xian Tobias Lorenz Bernt Schiele Zeynep Akata GAN VLM 80 934 0 04 Dec 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 172 1,570 0 03 Jul 2017
Generating Descriptions with Grounded and Co-Referenced People Anna Rohrbach Marcus Rohrbach Siyu Tang Seong Joon Oh Bernt Schiele 390 72 0 05 Apr 2017
Less is more: zero-shot learning from online textual documents with noise suppression Ruizhi Qiao Lingqiao Liu Chunhua Shen Anton Van Den Hengel 68 184 0 05 Apr 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,565 0 16 Oct 2013