STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation

10 September 2015

Xiaodan Liang

Ming-Ming Cheng

Papers citing "STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation"

50 / 184 papers shown

Title
DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation He Wang Alexander Hanbo Li Yiqun Hu Sheng Zhang Hideo Kobayashi Jiani Zhang Henry Zhu Chung-Wei Hang Patrick Ng LLMAG 15 0 0 20 May 2025
Understanding Complexity in VideoQA via Visual Program Generation Cristobal Eyzaguirre Igor Vasiljevic Achal Dave Jiajun Wu Rares Andrei Ambrus Thomas Kollar Juan Carlos Niebles P. Tokmakov 12 0 0 19 May 2025
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning Xuetao Ma Wenbin Jiang Hua Huang LRM 73 1 0 21 Feb 2025
RealCustom++: Representing Images as Real-Word for Real-Time Customization Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 84 6 0 03 Jan 2025
Self-Paced Learning Strategy with Easy Sample Prior Based on Confidence for the Flying Bird Object Detection Model Training Zi-Wei Sun Ze-Xi Hua Heng-Chao Li Yan Li 69 0 0 09 Dec 2024
Robust Monocular Visual Odometry using Curriculum Learning Assaf Lahiany Oren Gal 74 0 0 20 Nov 2024
Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic Segmentation Zhaofeng Shi Heqian Qiu Lanxiao Wang Fanman Meng Qingbo Wu Hongliang Li 37 2 0 02 Oct 2024
Hybrid Mask Generation for Infrared Small Target Detection with Single-Point Supervision Weijie He Mushui Liu Yunlong Yu 38 0 0 06 Sep 2024
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation Xixi Jiang Dong Zhang Xiang Li Kangyi Liu Kwang-Ting Cheng Xin Yang OOD 27 1 0 05 Sep 2024
A Psychology-based Unified Dynamic Framework for Curriculum Learning Guangyu Meng Qingkai Zeng John P. Lalor Hong-ye Yu 42 0 0 09 Aug 2024
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic Segmentation Ye Du Zehua Fu Qingjie Liu 33 1 0 04 Aug 2024
Effective Generative AI: The Human-Algorithm Centaur S. Saghafian Lihi Idan 42 7 0 16 Jun 2024
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation Pengyu Jie Wanquan Liu Chenqiang Gao Yihui Wen Rui He Pengcheng Li Jintao Zhang Deyu Meng 35 0 0 30 May 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training Yulin Wang Yang Yue Rui Lu Yizeng Han Shiji Song Gao Huang VLM 69 12 0 14 May 2024
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation Yu Lei Haolun Luo Lituan Wang Zhenwei Zhang Lei Zhang 38 1 0 10 May 2024
CLearViD: Curriculum Learning for Video Description Cheng-Yu Chuang Pooyan Fazli 43 1 0 08 Nov 2023
Leveraging point annotations in segmentation learning with boundary loss Eva Breznik H. Kervadec F. Malmberg J. Kullberg Haakan Ahlstrom Marleen de Bruijne Robin Strand 37 1 0 06 Nov 2023
Dual-Augmented Transformer Network for Weakly Supervised Semantic Segmentation Jingliang Deng Zonghan Li ViT 34 0 0 30 Sep 2023
Digital Twin-based Anomaly Detection with Curriculum Learning in Cyber-physical Systems Geri Skenderi Hang Li T. Yue 42 21 0 27 Sep 2023
Domain Generalization via Balancing Training Difficulty and Model Capability Xue-Qiu Jiang Jiaxing Huang Sheng Jin Shijian Lu 22 13 0 02 Sep 2023
Weakly supervised information extraction from inscrutable handwritten document images S. Paul Gagan Madan Akankshya Mishra N. Hegde Pradeep Kumar Gaurav Aggarwal MedIm 26 3 0 12 Jun 2023
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Jinhui Tang 33 30 0 09 May 2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation Chunyan Wang Dong Zhang Liyan Zhang Jinhui Tang 29 7 0 18 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 33 28 0 03 Apr 2023
DPF: Learning Dense Prediction Fields with Weak Supervision Xiaoxue Chen Yuhang Zheng Yupeng Zheng Qiang-feng Zhou Hao Zhao Guyue Zhou Ya Zhang 41 2 0 29 Mar 2023
Confidence-Aware Calibration and Scoring Functions for Curriculum Learning Shuang Ao Stefan Rueger Advaith Siddharthan UQCV 34 0 0 29 Jan 2023
Cross-Modal Similarity-Based Curriculum Learning for Image Captioning Hongkuan Zhang Saku Sugawara Akiko Aizawa Lei Zhou Ryohei Sasano Koichi Takeda VLM 27 4 0 14 Dec 2022
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion Hanqing Zhao Dianmo Sheng Jianmin Bao Dongdong Chen Dong Chen ... Ce Liu Wenbo Zhou Qi Chu Weiming Zhang Neng H. Yu VLM DiffM 38 39 0 07 Dec 2022
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Yulin Wang Yang Yue Rui Lu Tian-De Liu Zhaobai Zhong S. Song Gao Huang 42 28 0 17 Nov 2022
PAANet:Visual Perception based Four-stage Framework for Salient Object Detection using High-order Contrast Operator Yanbo Yuan Hua Zhong Haixiong Li Xiao cheng Linmei Xia 30 0 0 16 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 38 57 0 31 Oct 2022
PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds Zhaoqi Leng Shuyang Cheng Benjamin Caine Weiyue Wang Xiao Zhang Jonathon Shlens Mingxing Tan Drago Anguelov 3DPC 39 14 0 24 Oct 2022
Weakly Supervised Semantic Segmentation via Progressive Patch Learning Jinlong Li Zequn Jie Xu Wang Yu Zhou Xiaolin K. Wei Lin Ma VLM 58 20 0 16 Sep 2022
Temporal Contrastive Learning with Curriculum Shuvendu Roy Ali Etemad 43 3 0 02 Sep 2022
Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images Pierrick Pochelu Clara Erard Philippe Cordier S. Petiton B. Conche 15 1 0 30 Aug 2022
Stereo Superpixel Segmentation Via Decoupled Dynamic Spatial-Embedding Fusion Network Hua Li Jun-Bang Liang Ruiqi Wu Runmin Cong Junhui Wu Sam Kwong 29 3 0 17 Aug 2022
Confidence-Guided Learning Process for Continuous Classification of Time Series Chenxi Sun Moxian Song D. Cai B. Zhang linda Qiao Hongyan Li 21 6 0 14 Aug 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
Deep Compatible Learning for Partially-Supervised Medical Image Segmentation Kecheng Zhang Xiahai Zhuang 13 3 0 18 Jun 2022
Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum Zeyang Zhang Ziwei Zhang Xin Eric Wang Wenwu Zhu 26 42 0 07 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 27 64 0 30 Mar 2022
Importance Sampling CAMs for Weakly-Supervised Segmentation Arvi Jonnarth Michael Felsberg 29 7 0 23 Mar 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation Tianfei Zhou Meijie Zhang Fang Zhao Jianwu Li 40 126 0 17 Mar 2022
WegFormer: Transformers for Weakly Supervised Semantic Segmentation Chunmeng Liu Enze Xie Wenjia Wang Wenhai Wang Guangya Li Ping Luo ViT 26 6 0 16 Mar 2022
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Kecheng Zhang Xiahai Zhuang 23 68 0 03 Mar 2022
Artificial Intelligence for the Metaverse: A Survey Thien Huynh-The Viet Quoc Pham Xuan-Qui Pham Thanh Thi Nguyen Zhu Han Dong-Seong Kim 36 410 0 15 Feb 2022
Cyclical Curriculum Learning Himmet Toprak Kesgin M. Amasyalı ODL 19 8 0 11 Feb 2022
Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations Yonghao Xu Pedram Ghamisi 13 37 0 08 Feb 2022
CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 50 93 0 04 Dec 2021
Addressing Multiple Salient Object Detection via Dual-Space Long-Range Dependencies Bowen Deng Andrew P French Michael P. Pound 14 4 0 04 Nov 2021