Causal Intervention for Weakly-Supervised Semantic Segmentation

26 September 2020

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

50 / 209 papers shown

Title
Weakly-Supervised Audio-Visual Segmentation Shentong Mo Bhiksha Raj VOS 43 12 0 25 Nov 2023
Towards Omni-supervised Referring Expression Segmentation Minglang Huang Yiyi Zhou Gen Luo Guannan Jiang Weilin Zhuang Xiaoshuai Sun 21 0 0 01 Nov 2023
Understanding the Effects of Projectors in Knowledge Distillation Yudong Chen Sen Wang Jiajun Liu Xuwei Xu Frank de Hoog Brano Kusy Zi Huang 26 0 0 26 Oct 2023
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models Zhaozheng Chen Qianru Sun VLM 27 7 0 19 Oct 2023
Dual-Augmented Transformer Network for Weakly Supervised Semantic Segmentation Jingliang Deng Zonghan Li ViT 26 0 0 30 Sep 2023
Small Objects Matters in Weakly-supervised Semantic Segmentation Cheol Mun S. Lee Youngjung Uh Junsuk Choe H. Byun 20 2 0 25 Sep 2023
Weakly Supervised Semantic Segmentation by Knowledge Graph Inference Jia Zhang Bo Peng Xi Wu 27 3 0 25 Sep 2023
Recursive Counterfactual Deconfounding for Object Recognition Jiaying Sun Hong Wang Qiulei Dong BDL CML 35 0 0 25 Sep 2023
Causal-DFQ: Causality Guided Data-free Network Quantization Yuzhang Shang Bingxin Xu Gaowen Liu Ramana Rao Kompella Yan Yan MQ CML 24 8 0 24 Sep 2023
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment Yutong Xia Y. Liang Haomin Wen Xu Liu Kun Wang Zhengyang Zhou Roger Zimmermann AI4TS 42 38 0 23 Sep 2023
Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation Wei Zhai Ping Wu Kai Zhu Yang Cao Feng Wu Zheng-Jun Zha WSOL 37 17 0 22 Sep 2023
Active Learning for Semantic Segmentation with Multi-class Label Query S. Hwang Sohyun Lee Hoyoung Kim Minhyeon Oh Jungseul Ok Suha Kwak VLM 38 7 0 17 Sep 2023
Boosting Weakly-Supervised Image Segmentation via Representation, Transform, and Compensator Chunyan Wang Dong Zhang Rui Yan 14 1 0 02 Sep 2023
Shatter and Gather: Learning Referring Image Segmentation with Text Supervision Dongwon Kim Nam-Won Kim Cuiling Lan Suha Kwak VLM 42 19 0 29 Aug 2023
Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models Preben Ness D. Marijan Sunanda Bose CML 29 0 0 21 Aug 2023
All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation Weixuan Sun Yanhao Zhang Zhen Qin Zheyuan Liu Lin Cheng Fanyi Wang Yiran Zhong Nick Barnes ViT 41 4 0 08 Aug 2023
M $^3$ Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition Hao Tang Jun Liu Shuanglin Yan Rui Yan Zechao Li Jinhui Tang 19 37 0 06 Aug 2023
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation Lian Xu Bennamoun F. Boussaïd Hamid Laga Wanli Ouyang Dan Xu ViT 40 15 0 06 Aug 2023
Causal reasoning in typical computer vision tasks Kexuan Zhang Qiyu Sun Chaoqiang Zhao Yang Tang CML 26 11 0 26 Jul 2023
Understanding Deep Neural Networks via Linear Separability of Hidden Layers Chao Zhang Xinyuan Chen Wensheng Li Lixue Liu Wei Wu Dacheng Tao 28 3 0 26 Jul 2023
Exploring Effective Priors and Efficient Models for Weakly-Supervised Change Detection Zhenghui Zhao Lixiang Ru Chen Wu 30 6 0 20 Jul 2023
Causal Video Summarizer for Video Exploration Jia-Hong Huang Chao-Han Huck Yang Pin-Yu Chen Andrew Brown M. Worring VGen 26 9 0 04 Jul 2023
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference Junhao Zheng Qianli Ma Shengjie Qiu Yue Wu Peitian Ma Junlong Liu Hu Feng Xichen Shang Haibin Chen AAML KELM CML CLL 81 15 0 19 Jun 2023
GaitGCI: Generative Counterfactual Intervention for Gait Recognition Huanzhang Dou Pengyi Zhang Wei Su Yunlong Yu Yining Lin Xi Li CVBM 30 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
Shift-Robust Molecular Relational Learning with Causal Substructure Namkyeong Lee Kanghoon Yoon Gyoung S. Na Sein Kim Chanyoung Park 26 15 0 29 May 2023
Point Cloud Completion Guided by Prior Knowledge via Causal Inference Songxue Gao Chuanqi Jiao Ruidong Chen Weijie Wang Weizhi Nie 3DPC 25 0 0 28 May 2023
Counterfactual Co-occurring Learning for Bias Mitigation in Weakly-supervised Object Localization Feifei Shao Yawei Luo Lei Chen Ping Liu Wei Yang Yi Yang Jun Xiao WSOL 28 2 0 24 May 2023
A Causal View of Entity Bias in (Large) Language Models Fei Wang Wen-An Mo Yiwei Wang Wenxuan Zhou Muhao Chen 30 12 0 24 May 2023
P-NOC: adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors L. David Hélio Pedrini Z. Dias GAN 33 1 0 21 May 2023
Instrumental Variable Learning for Chest X-ray Classification Weizhi Nie Chen Zhang Dan Song Yunpeng Bai Keliang Xie Anan Liu CML 24 4 0 20 May 2023
Clothes-Invariant Feature Learning by Causal Intervention for Clothes-Changing Person Re-identification Xulin Li Yan Lu B. Liu Yuenan Hou Yating Liu Qi Chu Wanli Ouyang Nenghai Yu OOD CML 27 4 0 10 May 2023
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Jinhui Tang 27 30 0 09 May 2023
Visual Causal Scene Refinement for Video Question Answering Yushen Wei Yang Liu Hongfei Yan Guanbin Li Liang Lin CML 22 21 0 07 May 2023
Causal Interventions-based Few-Shot Named Entity Recognition Zhen Yang Yongbin Liu Chunping Ouyang CML 24 0 0 03 May 2023
An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems Weixuan Sun Zheyuan Liu Yanhao Zhang Yiran Zhong Nick Barnes VLM 80 20 0 02 May 2023
Causalainer: Causal Explainer for Automatic Video Summarization Jia-Hong Huang Chao-Han Huck Yang Pin-Yu Chen Min-Hung Chen M. Worring CML VGen 25 12 0 30 Apr 2023
Implicit Counterfactual Data Augmentation for Deep Neural Networks Xiaoling Zhou Ou Wu OOD BDL CML 27 4 0 26 Apr 2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation Chunyan Wang Dong Zhang Liyan Zhang Jinhui Tang 26 7 0 18 Apr 2023
High-fidelity Pseudo-labels for Boosting Weakly-Supervised Segmentation Arvi Jonnarth Yushan Zhang M. Felsberg 28 0 0 05 Apr 2023
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification Youngwook Kim Jae Myung Kim Ji-Eun Jeong Cordelia Schmid Zeynep Akata Jungwook Lee 24 7 0 04 Apr 2023
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation Liang Zhu Yingyue Li Jiemin Fang Yan Liu Hao Xin Wenyu Liu Xinggang Wang ViT 31 28 0 03 Apr 2023
Class-Incremental Exemplar Compression for Class-Incremental Learning Zilin Luo Yaoyao Liu Bernt Schiele Qianru Sun VLM CLL 91 44 0 24 Mar 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi-Mou Lin Xiaori Fang Dong-Ming Zhang Kwang-Ting Cheng Hao Chen MedIm 26 3 0 23 Mar 2023
MECPformer: Multi-estimations Complementary Patch with CNN-Transformers for Weakly Supervised Semantic Segmentation Chunmeng Liu Guang-pu Li Yao Shen Ruiqi Wang ViT 27 7 0 19 Mar 2023
Extracting Class Activation Maps from Non-Discriminative Features as well Zhaozheng Chen Qianru Sun VLM WSOL 22 43 0 18 Mar 2023
Semantic Scene Completion with Cleaner Self Fengyun Wang Dong Zhang Hanwang Zhang Jinhui Tang Qianru Sun 28 12 0 17 Mar 2023
Cross-Modal Causal Intervention for Medical Report Generation Weixing Chen Yang Liu Ce Wang Jiarui Zhu Shen Zhao Guanbin Li Cheng-Lin Liu Liang Lin 34 6 0 16 Mar 2023
USAGE: A Unified Seed Area Generation Paradigm for Weakly Supervised Semantic Segmentation Zelin Peng Guanchun Wang Lingxi Xie Dongsheng Jiang Wei Shen Qi Tian 51 19 0 14 Mar 2023
Interventional Bag Multi-Instance Learning On Whole-Slide Pathological Images Tiancheng Lin Zhimiao Yu Hongyu Hu Yi Xu Changyi Chen 57 79 0 13 Mar 2023