Open World Compositional Zero-Shot Learning

29 January 2021

Massimiliano Mancini

Muhammad Ferjad Naeem

Papers citing "Open World Compositional Zero-Shot Learning"

20 / 20 papers shown

Title
Visual Adaptive Prompting for Compositional Zero-Shot Learning Kyle Stein A. Mahyari Guillermo A. Francia Eman El-Sheikh VLM CoGe 140 1 0 27 Feb 2025
Multimodal Emotion Recognition using Audio-Video Transformer Fusion with Cross Attention Joe Dhanith Shravan Venkatraman Modigari Narendra Vigya Sharma Santhosh Malarvannan 76 0 0 20 Feb 2025
Learning Clustering-based Prototypes for Compositional Zero-shot Learning Hongyu Qu Jianan Wei Xiangbo Shu Wenguan Wang VLM 51 1 0 10 Feb 2025
TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning Miaoge Li Jingcai Guo Richard Yi Da Xu Dongsheng Wang Xiaofeng Cao Zhijie Rao Song Guo CoGe 70 3 0 28 Jan 2025
Not Just Object, But State: Compositional Incremental Learning without Forgetting Yanyi Zhang Binglin Qiu Qi Jia Yu Liu Ran He CLL 40 0 0 04 Nov 2024
MAC: A Benchmark for Multiple Attributes Compositional Zero-Shot Learning Shuo Xu Sai Wang Xinyue Hu Yutian Lin Bo Du Yu Wu CoGe 53 0 0 18 Jun 2024
Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning Chenyi Jiang Haofeng Zhang CoGe 23 5 0 26 Dec 2023
HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts Do Huu Dat Po Yuan Mao Tien Hoang Nguyen Wray L. Buntine Bennamoun 51 1 0 23 Nov 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 40 27 0 07 Jul 2023
Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning Siteng Huang Biao Gong Yutong Feng Min Zhang Yiliang Lv Donglin Wang CoGe 29 10 0 27 Mar 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 27 51 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 40 211 0 21 Nov 2022
Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning Xiaocheng Lu Ziming Liu Song Guo Jingcai Guo CoGe 25 30 0 19 Nov 2022
Prompting Large Pre-trained Vision-Language Models For Compositional Concept Learning Guangyue Xu Parisa Kordjamshidi J. Chai VLM CoGe LRM 19 10 0 09 Nov 2022
LOCL: Learning Object-Attribute Composition using Localization Satish Kumar A S M Iftekhar Ekta Prashnani B.S.Manjunath 19 3 0 07 Oct 2022
Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning Xiangyu Li Xu Yang Kun-Juan Wei Cheng Deng Muli Yang CoGe 28 67 0 29 Jun 2022
Learning Invariant Visual Representations for Compositional Zero-Shot Learning Tian Zhang Kongming Liang Ruoyi Du Xian Sun Zhanyu Ma Jun Guo CoGe BDL 31 32 0 01 Jun 2022
Do Vision-Language Pretrained Models Learn Composable Primitive Concepts? Tian Yun Usha Bhalla Ellie Pavlick Chen Sun ReLM CoGe VLM LRM 31 23 0 31 Mar 2022
Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning Juncheng Li Junlin Xie Long Qian Linchao Zhu Siliang Tang Fei Wu Yi Yang Yueting Zhuang X. Wang 36 73 0 24 Mar 2022
Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval Nina Shvetsova Brian Chen Andrew Rouditchenko Samuel Thomas Brian Kingsbury Rogerio Feris David F. Harwath James R. Glass Hilde Kuehne ViT 31 129 0 08 Dec 2021