Counterfactual Zero-Shot and Open-Set Visual Recognition

1 March 2021

Papers citing "Counterfactual Zero-Shot and Open-Set Visual Recognition"

50 / 91 papers shown

Title
GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder Shiming Chen Dingjie Fu Salman Khan Fahad Shahbaz Khan VLM 25 0 0 17 May 2025
OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning Cong Hua Qianqian Xu Zhiyong Yang Zitai Wang Shilong Bao Qingming Huang VLM 57 1 0 08 May 2025
Bridge the Gap Between Visual and Linguistic Comprehension for Generalized Zero-shot Semantic Segmentation Xiaoqing Guo W. J. Li Yixuan Yuan 55 0 0 31 Mar 2025
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 69 0 0 31 Dec 2024
Visual-Semantic Graph Matching Net for Zero-Shot Learning Bowen Duan Shiming Chen Yufei Guo Guo-Sen Xie Weiping Ding Yisong Wang 76 1 0 18 Nov 2024
PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning Man Liu H. Bai Feng-Qiang Li Chunjie Zhang Y. X. Wei Meng Wang Tat-Seng Chua Yao Zhao 39 0 0 15 Oct 2024
Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective Yanan Zhang Jiangmeng Li Lixiang Liu Wenwen Qiang VLM 29 1 0 01 Oct 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery Sarah Rastegar Mohammadreza Salehi Yuki M. Asano Hazel Doughty Cees G. M. Snoek 41 4 0 26 Aug 2024
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning Man Liu H. Bai Feng Li Chunjie Zhang Yunchao Wei Meng Wang Tat-Seng Chua VLM 51 0 0 05 Jun 2024
Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning Shiming Chen W. Hou Salman Khan Fahad Shahbaz Khan VLM ViT 42 14 0 11 Apr 2024
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation Jiannan Ge Lingxi Xie Hongtao Xie Pandeng Li Xiaopeng Zhang Yongdong Zhang Qi Tian VLM 29 3 0 08 Apr 2024
Visual Knowledge in the Big Model Era: Retrospect and Prospect Wenguan Wang Yi Yang Yunhe Pan VLM 40 16 0 05 Apr 2024
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation Baoyu Jing Dawei Zhou Kan Ren Carl Yang CML AI4TS 32 7 0 18 Mar 2024
Data-Free Generalized Zero-Shot Learning Bowen Tang Long Yan Jing Zhang Qian Yu Lu Sheng Dong Xu VLM 39 11 0 28 Jan 2024
Exploring Diffusion Time-steps for Unsupervised Representation Learning Zhongqi Yue Jiankun Wang Qianru Sun Lei Ji E. Chang Hanwang Zhang DiffM 47 21 0 21 Jan 2024
A Survey on Open-Set Image Recognition Jiaying Sun Qiulei Dong BDL ObjD 34 3 0 25 Dec 2023
Disentangled Representation Learning with Transmitted Information Bottleneck Zhuohang Dang Minnan Luo Chengyou Jia Guangwen Dai Jihong Wang Xiao Chang Jingdong Wang Qinghua Zheng 42 4 0 03 Nov 2023
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos Te-Lin Wu Zi-Yi Dou Qingyuan Hu Yu Hou Nischal Reddy Chandra Marjorie Freedman R. Weischedel Nanyun Peng 39 5 0 02 Nov 2023
Open-Set Face Recognition with Maximal Entropy and Objectosphere Loss Rafael Henrique Vareto Linghu Yu Terrance E. Boult William Robson Schwartz Manuel Günther 11 5 0 01 Nov 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery Sarah Rastegar Hazel Doughty Cees G. M. Snoek 38 15 0 30 Oct 2023
Accurate Use of Label Dependency in Multi-Label Text Classification Through the Lens of Causality Caoyun Fan Wenqing Chen Jidong Tian Yitian Li Hao He Yaohui Jin 52 6 0 11 Oct 2023
Causal Unsupervised Semantic Segmentation Junho Kim Byung-Kwan Lee Yonghyun Ro 36 18 0 11 Oct 2023
Recursive Counterfactual Deconfounding for Object Recognition Jiaying Sun Hong Wang Qiulei Dong BDL CML 35 0 0 25 Sep 2023
Dual Feature Augmentation Network for Generalized Zero-shot Learning L. Xiang Yuan Zhou Haoran Duan Yang Long 40 1 0 25 Sep 2023
Latent Space Energy-based Model for Fine-grained Open Set Recognition Wentao Bao Qi Yu Yu Kong BDL 35 2 0 19 Sep 2023
SOAR: Scene-debiasing Open-set Action Recognition Yuanhao Zhai Ziyi Liu Zhenyu Wu Yi Wu Chunluan Zhou David Doermann Junsong Yuan Gang Hua 21 11 0 03 Sep 2023
Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge Tracing C. Cui Hebo Ma C. Zhang Chunyun Zhang Yumo Yao Meng Chen Yuling Ma KELM 41 1 0 15 Aug 2023
Improving Zero-Shot Generalization for CLIP with Synthesized Prompts Zihan Wang Jian Liang Ran He Nana Xu Zilei Wang Tien-Ping Tan VLM 29 51 0 14 Jul 2023
Learning Large Margin Sparse Embeddings for Open Set Medical Diagnosis Mingyuan Liu Lu Xu Jicong Zhang 26 4 0 10 Jul 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
SaliencyCut: Augmenting Plausible Anomalies for Anomaly Detection Jianan Ye Yijie Hu Xi Yang Qiufeng Wang Chao Huang Kaizhu Huang 22 5 0 14 Jun 2023
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 45 18 0 12 Jun 2023
GaitGCI: Generative Counterfactual Intervention for Gait Recognition Huanzhang Dou Pengyi Zhang Wei Su Yunlong Yu Yining Lin Xi Li CVBM 36 35 0 06 Jun 2023
Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA A. Vosoughi Shijian Deng Songyang Zhang Yapeng Tian Chenliang Xu Jiebo Luo CML 53 3 0 31 May 2023
On Counterfactual Data Augmentation Under Confounding Abbavaram Gowtham Reddy Saketh Bachu Saloni Dash Charchit Sharma Amit Sharma V. Balasubramanian CML BDL 33 0 0 29 May 2023
MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation Jie Guo Qimeng Wang Yan Gao Xiaolong Jiang Xu Tang Yao Hu Baochang Zhang VLM 37 11 0 14 Apr 2023
Toward Unsupervised Realistic Visual Question Answering Yuwei Zhang Chih-Hui Ho Nuno Vasconcelos CoGe 22 2 0 09 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 32 0 0 08 Feb 2023
A Survey of Methods, Challenges and Perspectives in Causality Gaël Gendron Michael Witbrock Gillian Dobbie OOD AI4CE CML 39 13 0 01 Feb 2023
Causal Reasoning of Entities and Events in Procedural Texts Li Zhang Hainiu Xu Yue Yang Shuyan Zhou Weiqiu You Manni Arora Chris Callison-Burch ReLM LRM 36 35 0 26 Jan 2023
Evolutionary Generalized Zero-Shot Learning Dubing Chen Haofeng Zhang Yang Long VLM 36 1 0 23 Nov 2022
A Survey on Causal Representation Learning and Future Work for Medical Image Analysis Chang-Tien Lu OOD BDL CML MedIm 26 0 0 28 Oct 2022
OpenAUC: Towards AUC-Oriented Open-Set Recognition Zitai Wang Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang MQ 45 25 0 22 Oct 2022
Counterfactual Generation Under Confounding Abbavaram Gowtham Reddy Saloni Dash Amit Sharma V. Balasubramanian CML 39 2 0 22 Oct 2022
Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning Changkun Ye Nick Barnes L. Petersson Russell Tsuchida BDL SyDa VLM 37 3 0 11 Oct 2022
Are All Vision Models Created Equal? A Study of the Open-Loop to Closed-Loop Causality Gap Mathias Lechner Ramin Hasani Alexander Amini Tsun-Hsuan Wang T. Henzinger Daniela Rus CML OOD 29 7 0 09 Oct 2022
Incorporating Causal Analysis into Diversified and Logical Response Generation Jiayi Liu Wei Wei Zhixuan Chu Xing Gao Ji Zhang T. Yan Yulin Kang CML 34 4 0 20 Sep 2022
Segmenting Known Objects and Unseen Unknowns without Prior Knowledge Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 46 8 0 12 Sep 2022
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective Jiangmeng Li Yanan Zhang Wenwen Qiang Hui Xiong Chengbo Jiao Xiaohui Hu Changwen Zheng Gang Hua CML 38 28 0 26 Aug 2022
UC-OWOD: Unknown-Classified Open World Object Detection Zhi-zong Wu Yue Lu Xingyu Chen Zhengxing Wu Liwen Kang Junzhi Yu 17 55 0 23 Jul 2022