Open World Compositional Zero-Shot Learning

29 January 2021

Massimiliano Mancini

Muhammad Ferjad Naeem

Papers citing "Open World Compositional Zero-Shot Learning"

29 / 29 papers shown

Title
Visual Adaptive Prompting for Compositional Zero-Shot Learning Kyle Stein A. Mahyari Guillermo A. Francia Eman El-Sheikh VLM CoGe 145 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 89 0 0 20 Feb 2025
Learning Clustering-based Prototypes for Compositional Zero-shot Learning Hongyu Qu Jianan Wei Xiangbo Shu Wenguan Wang VLM 53 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 89 3 0 28 Jan 2025
Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning Zhong Peng Yishi Xu Gerong Wang Wenchao Chen Bo Chen Jing Zhang CoGe 47 0 0 13 Jan 2025
Not Just Object, But State: Compositional Incremental Learning without Forgetting Yanyi Zhang Binglin Qiu Qi Jia Yu Liu Ran He CLL 52 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 61 1 0 18 Jun 2024
CSCNET: Class-Specified Cascaded Network for Compositional Zero-Shot Learning Yanyi Zhang Qi Jia Xin-Yue Fan Yu Liu Ran He CoGe 52 4 0 09 Mar 2024
Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning Chenyi Jiang Haofeng Zhang CoGe 33 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 Buntine Bennamoun 59 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 45 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 35 10 0 27 Mar 2023
Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning Yun Yvonna Li Zhe Liu Saurav Jha Sally Cripps L. Yao BDL CoGe 37 11 0 01 Mar 2023
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models Martha Lewis Nihal V. Nayak Peilin Yu Qinan Yu Jack Merullo Stephen H. Bach Ellie Pavlick VLM OCL CoGe 34 59 0 20 Dec 2022
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 35 52 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 54 214 0 21 Nov 2022
Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning Xiaocheng Lu Ziming Liu Song Guo Jingcai Guo CoGe 35 30 0 19 Nov 2022
Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning Chen Jiang Dubing Chen Shidong Wang Yuming Shen Haofeng Zhang Beijing CoGe 35 6 0 19 Nov 2022
Prompting Large Pre-trained Vision-Language Models For Compositional Concept Learning Guangyue Xu Parisa Kordjamshidi J. Chai VLM CoGe LRM 27 10 0 09 Nov 2022
Simple Primitives with Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-shot Learning Zhe Liu Yun Yvonna Li Lina Yao Xiaojun Chang Wei Fang Xiaojun Wu Yi Yang CoGe 34 1 0 05 Nov 2022
Disentanglement of Correlated Factors via Hausdorff Factorized Support Karsten Roth Mark Ibrahim Zeynep Akata Pascal Vincent Diane Bouchacourt CML OOD CoGe 41 33 0 13 Oct 2022
LOCL: Learning Object-Attribute Composition using Localization Satish Kumar A S M Iftekhar Ekta Prashnani B.S.Manjunath 21 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 31 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
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning Shyamgopal Karthik Massimiliano Mancini Zeynep Akata CoGe 32 41 0 13 May 2022
Do Vision-Language Pretrained Models Learn Composable Primitive Concepts? Tian Yun Usha Bhalla Ellie Pavlick Chen Sun ReLM CoGe VLM LRM 31 24 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 Junfeng Fang 39 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 Harwath James R. Glass Hilde Kuehne ViT 34 129 0 08 Dec 2021
3D Compositional Zero-shot Learning with DeCompositional Consensus Muhammad Ferjad Naeem Evin Pınar Örnek Yongqin Xian Luc Van Gool Federico Tombari 3DPC 3DV 30 18 0 29 Nov 2021