Causal Intervention for Weakly-Supervised Semantic Segmentation

26 September 2020

Papers citing "Causal Intervention for Weakly-Supervised Semantic Segmentation"

50 / 209 papers shown

Title
Improving Weakly Supervised Sound Event Detection with Causal Intervention Yifei Xin Dongchao Yang Fan Cui Yujun Wang Yuexian Zou CML 46 8 0 10 Mar 2023
Exploit CAM by itself: Complementary Learning System for Weakly Supervised Semantic Segmentation Jiren Mai Fei Zhang Junjie Ye Marcus Kalander Xian Zhang Wankou Yang Tongliang Liu Bo Han VLM 19 0 0 04 Mar 2023
Self Correspondence Distillation for End-to-End Weakly-Supervised Semantic Segmentation Rongtao Xu Changwei Wang Jiaxi Sun Shibiao Xu Weiliang Meng Xiaopeng Zhang 24 42 0 27 Feb 2023
Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting Shayan Shirahmad Gale Bagi Zahra Gharaee Oliver Schulte Mark Crowley OODD OOD 23 12 0 17 Feb 2023
Triplet Contrastive Representation Learning for Unsupervised Vehicle Re-identification Fei Shen Xiaoyu Du Liyan Zhang Xiangbo Shu Jinhui Tang SSL 26 18 0 23 Jan 2023
Spatio-temporal neural structural causal models for bike flow prediction Pan Deng Yu Zhao Junting Liu Xiaofeng Jia Mulan X. Wang AI4TS 27 19 0 19 Jan 2023
Knowledge-guided Causal Intervention for Weakly-supervised Object Localization Feifei Shao Yawei Luo Fei Gao Yezhou Yang Jun Xiao WSOL 39 4 0 03 Jan 2023
Causal Inference via Style Transfer for Out-of-distribution Generalisation Toan Nguyen Kien Do D. Nguyen Bao Duong T. Nguyen CML OODD OOD 33 10 0 06 Dec 2022
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation Ze-Long Cheng Pengchong Qiao Kehan Li Siheng Li Pengxu Wei Xiang Ji Li-ming Yuan Chang Liu Jie Chen 26 36 0 22 Nov 2022
Attention-based Class Activation Diffusion for Weakly-Supervised Semantic Segmentation Jianqiang Huang Jian Wang Qianru Sun Hanwang Zhang 30 2 0 20 Nov 2022
Deep Causal Learning: Representation, Discovery and Inference Zizhen Deng Xiaolong Zheng Hu Tian D. Zeng CML BDL 36 11 0 07 Nov 2022
Fair Visual Recognition via Intervention with Proxy Features Yi Zhang Jitao Sang Junyan Wang 23 1 0 02 Nov 2022
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation Simone Rossetti Damiano Zappia Marta Sanzari M. Schaerf F. Pirri ViT 36 57 0 31 Oct 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
Towards Improving Workers' Safety and Progress Monitoring of Construction Sites Through Construction Site Understanding Mahdi Bonyani Maryam Soleymani 24 0 0 27 Oct 2022
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Cheng Luo Linlin Shen ViT 27 3 0 26 Oct 2022
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment Chenxiao Yang Qitian Wu Qingsong Wen Zhiqiang Zhou Liang Sun Junchi Yan OODD OOD 25 20 0 24 Oct 2022
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition Junhao Zheng Zhanxian Liang Haibin Chen Qianli Ma CML 72 13 0 08 Oct 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer Junjie Chen Li Niu Siyuan Zhou Jianlou Si Chao Qian Liqing Zhang 24 6 0 05 Oct 2022
Dual Progressive Transformations for Weakly Supervised Semantic Segmentation Dong Huo Yukun Su Qingyao Wu ViT 26 4 0 30 Sep 2022
Revisiting Few-Shot Learning from a Causal Perspective Guoliang Lin Yongheng Xu Hanjiang Lai Jian Yin CML 32 3 0 28 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong-Ming Zhang Yi-Mou Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 35 11 0 21 Sep 2022
Graph Reasoning Transformer for Image Parsing Dong Zhang Jinhui Tang Kwang-Ting Cheng ViT 24 16 0 20 Sep 2022
Weakly Supervised Semantic Segmentation via Progressive Patch Learning Jinlong Li Zequn Jie Xu Wang Yu Zhou Xiaolin K. Wei Lin Ma VLM 55 20 0 16 Sep 2022
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation Jinlong Li Zequn Jie Xu Wang Xiaolin K. Wei Lin Ma WSOL 35 47 0 16 Sep 2022
Exploiting Shape Cues for Weakly Supervised Semantic Segmentation S. Kho Pilhyeon Lee W. Lee Minsong Ki H. Byun 31 22 0 08 Aug 2022
Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering Yang Liu Guanbin Li Liang Lin LRM 33 80 0 26 Jul 2022
eX-ViT: A Novel eXplainable Vision Transformer for Weakly Supervised Semantic Segmentation Lu Yu Wei Xiang Juan Fang Yi-Ping Phoebe Chen Lianhua Chi ViT 27 24 0 12 Jul 2022
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction Wei Shen Zelin Peng Xuehui Wang Huayu Wang Jiazhong Cen Dongsheng Jiang Lingxi Xie Xiaokang Yang Qi Tian VLM 19 77 0 04 Jul 2022
Open Vocabulary Object Detection with Proposal Mining and Prediction Equalization Peixian Chen Kekai Sheng Mengdan Zhang Mingbao Lin Yunhang Shen Shaohui Lin Bo Ren Ke Li VLM ObjD 39 27 0 22 Jun 2022
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Lei Zhang Qiong Wang G. Xie Fumin Shen 24 52 0 20 Jun 2022
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective Zhedong Zheng Jiayin Zhu Wei Ji Yi Yang Tat-Seng Chua 3DH 30 6 0 27 Apr 2022
Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction Tiancheng Lin Hongteng Xu Canqian Yang Yi Xu 27 24 0 20 Apr 2022
Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition Yingjie Chen Diqi Chen Tao Wang Yizhou Wang Yun Liang CVBM CML 20 28 0 17 Apr 2022
RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage Frameworks Sang-Kee Jo In-Jae Yu Kyungsu Kim 40 4 0 14 Apr 2022
Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization Jungbeom Lee Eunji Kim J. Mok Sung-Hoon Yoon WSOL 40 29 0 11 Apr 2022
Semi-supervised Semantic Segmentation with Error Localization Network Donghyeon Kwon Suha Kwak 36 91 0 05 Apr 2022
Learning to Reduce Information Bottleneck for Object Detection in Aerial Images Yuchen Shen Dong Zhang Zhihao Song Xuesong Jiang Qiaolin Ye 11 7 0 05 Apr 2022
Do learned representations respect causal relationships? Lan Wang Vishnu Naresh Boddeti NAI CML OOD 31 6 0 02 Apr 2022
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds Minhyun Lee Dongseob Kim Hyunjung Shim VLM 21 64 0 30 Mar 2022
Treatment Learning Causal Transformer for Noisy Image Classification Chao-Han Huck Yang I-Te Danny Hung Yi-Chieh Liu Pin-Yu Chen ViT 21 7 0 29 Mar 2022
Importance Sampling CAMs for Weakly-Supervised Segmentation Arvi Jonnarth M. Felsberg 19 7 0 23 Mar 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 18 60 0 19 Mar 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation Tianfei Zhou Meijie Zhang Fang Zhao Jianwu Li 37 126 0 17 Mar 2022
WegFormer: Transformers for Weakly Supervised Semantic Segmentation Chunmeng Liu Enze Xie Wenjia Wang Wenhai Wang Guangya Li Ping Luo ViT 24 6 0 16 Mar 2022
TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic Segmentation Ruiwen Li Zheda Mai C. Trabelsi Zhibo Zhang Jongseong Jang Scott Sanner ViT 31 61 0 14 Mar 2022
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data Jungbeom Lee Seong Joon Oh Sangdoo Yun Junsuk Choe Eunji Kim Sung-Hoon Yoon WSOL OOD 365 86 0 08 Mar 2022
Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation Qi Chen Lingxiao Yang Jianhuang Lai Xiaohua Xie VLM 27 132 0 06 Mar 2022
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation Lian Xu Wanli Ouyang Bennamoun F. Boussaïd Dan Xu ViT 28 209 0 06 Mar 2022
Cross Language Image Matching for Weakly Supervised Semantic Segmentation Jinheng Xie Xianxu Hou Kai Ye Linlin Shen CLIP VLM 25 105 0 05 Mar 2022