Representation Compensation Networks for Continual Semantic Segmentation

10 March 2022

Papers citing "Representation Compensation Networks for Continual Semantic Segmentation"

50 / 59 papers shown

Title
CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation Kai Fang Anqi Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei CLL 51 0 0 05 Apr 2025
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation Hongmei Yin Tingliang Feng Fan Lyu Fanhua Shang Hongying Liu Wei Feng Liang Wan CLL VLM 69 0 0 28 Mar 2025
Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation Niharika Hegde Shishir Muralidhara René Schuster Didier Stricker CLL 68 1 0 26 Nov 2024
CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent Transformation Jinchao Ge Bowen Zhang Akide Liu Minh Hieu Phan Qi Chen Yangyang Shu Yang Zhao VLM CLL 25 0 0 05 Nov 2024
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation Vince Zhu Zhanghexuan Ji Dazhou Guo Puyang Wang Yingda Xia Le Lu Xianghua Ye Wei-wei Zhu Dakai Jin ViT MedIm CLL 24 0 0 07 Oct 2024
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation Zechao Sun Haolin Jin Weitong Chen Luping Zhou CLL 35 1 0 13 Sep 2024
Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception Julia Hindel Daniele Cattaneo Abhinav Valada CLL 27 0 0 25 Jul 2024
Strike a Balance in Continual Panoptic Segmentation Jinpeng Chen Runmin Cong Yuxuan Luo H. Ip Sam Kwong 38 4 0 23 Jul 2024
Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling Bo Yuan Danpei Zhao Z. Shi VLM CLL 24 3 0 22 Jul 2024
Continual Panoptic Perception: Towards Multi-modal Incremental Interpretation of Remote Sensing Images Bo Yuan Danpei Zhao Zhuoran Liu Wentao Li Tian Li CLL VLM 23 2 0 19 Jul 2024
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation Zhengyuan Xie Haiquan Lu Jia-Wen Xiao Enguang Wang Le Zhang Xialei Liu CLL 24 2 0 19 Jul 2024
Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation Chang Liu Giulia Rizzoli Pietro Zanuttigh Fu Li Yi Niu CLL 46 1 0 18 Jul 2024
Mitigating Background Shift in Class-Incremental Semantic Segmentation Gilhan Park WonJun Moon Subeen Lee Tae-Young Kim Jae-Pil Heo CLL VLM 19 0 0 16 Jul 2024
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation Anqi Zhang Guangyu Gao CLL VLM 33 4 0 13 Jul 2024
Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation Wei Cong Yang Cong Yuyang Liu Gan Sun VLM CLL 29 2 0 12 Jul 2024
CLEO: Continual Learning of Evolving Ontologies Shishir Muralidhara Saqib Bukhari Georg Schneider Didier Stricker René Schuster CLL 26 0 0 11 Jul 2024
Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation Jihwan Kwak Sungmin Cha Taesup Moon CLL 29 0 0 16 May 2024
BACS: Background Aware Continual Semantic Segmentation Mostafa ElAraby Ali Harakeh Liam Paull CLL 21 0 0 19 Apr 2024
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning Beomyoung Kim Joonsang Yu Sung Ju Hwang VLM CLL 23 10 0 29 Mar 2024
Generative Multi-modal Models are Good Class-Incremental Learners Xusheng Cao Haori Lu Linlan Huang Xialei Liu Ming-Ming Cheng CLL 41 10 0 27 Mar 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 22 2 0 27 Mar 2024
Continual Segmentation with Disentangled Objectness Learning and Class Recognition Yizheng Gong Siyue Yu Xiaoyang Wang Jimin Xiao CLL 25 5 0 06 Mar 2024
Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection Jieren Deng Haojian Zhang Kun Ding Jianhua Hu Xingxuan Zhang Yunkuan Wang VLM ObjD 62 4 0 04 Mar 2024
ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer Bowen Dong Guanglei Yang W. Zuo Lei Zhang 41 1 0 26 Feb 2024
Continual Learning for Image Segmentation with Dynamic Query Weijia Wu Yuzhong Zhao Zhuang Li Lianlei Shan Hong Zhou Mike Zheng Shou VLM CLL 37 15 0 29 Nov 2023
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding Thanh-Dat Truong Utsav Prabhu Bhiksha Raj Jackson Cothren Khoa Luu CLL 29 3 0 27 Nov 2023
Efficient Rehearsal Free Zero Forgetting Continual Learning using Adaptive Weight Modulation Yonatan Sverdlov Shimon Ullman 14 0 0 26 Nov 2023
CMFDFormer: Transformer-based Copy-Move Forgery Detection with Continual Learning Yaqi Liu Chao Xia Song Xiao Qingxiao Guan Wenqian Dong Yifan Zhang Neng H. Yu 16 3 0 22 Nov 2023
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Bo Yuan Danpei Zhao 3DV CLL 28 9 0 22 Oct 2023
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation Zekang Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei 46 20 0 10 Oct 2023
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory Danpei Zhao Bo Yuan Z. Shi VLM CLL 21 9 0 27 Sep 2023
RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation Chang Liu Giulia Rizzoli F. Barbato Andrea Maracani Marco Toldo Umberto Michieli Yi Niu Pietro Zanuttigh CLL 30 2 0 19 Sep 2023
Rethinking Exemplars for Continual Semantic Segmentation in Endoscopy Scenes: Entropy-based Mini-Batch Pseudo-Replay Guan-Feng Wang Long Bai Yanan Wu Tong Chen Hongliang Ren CLL 11 18 0 27 Aug 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Xin Jin Jianqiang Xiao Linghao Han Chunle Guo Xialei Liu Chongyi Li Ruixun Zhang 19 3 0 07 Aug 2023
Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning Wenzhuo Liu Xinjian Wu Fei Zhu Mingming Yu Chuan Wang Cheng-Lin Liu SSL CLL 22 11 0 04 Aug 2023
Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection Liu Yuyang Cong Yang Dipam Goswami Liu Xialei Joost van de Weijer CLL 8 24 0 23 Jul 2023
Self-paced Weight Consolidation for Continual Learning Wei Cong Yang Cong Gan Sun Yuyang Liu Jiahua Dong CLL 22 14 0 20 Jul 2023
Gradient-Semantic Compensation for Incremental Semantic Segmentation Wei Cong Yang Cong Jiahua Dong Gan Sun Henghui Ding CLL VLM 18 12 0 20 Jul 2023
SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers Bowen Zhang Liyang Liu Minh Hieu Phan Zhi Tian Chunhua Shen Yifan Liu ViT 24 28 0 09 Jun 2023
Evolving Knowledge Mining for Class Incremental Segmentation Zhihe Lu Shuicheng Yan Xinchao Wang CLL 23 0 0 03 Jun 2023
Overcoming the Stability Gap in Continual Learning Md Yousuf Harun Christopher Kanan AI4CE 30 11 0 02 Jun 2023
Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI Xiaofeng Liu Helen A. Shih Fangxu Xing E. Santarnecchi G. El Fakhri Jonghye Woo CLL 22 5 0 30 May 2023
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments Thanh-Dat Truong Hoang-Quan Nguyen Bhiksha Raj Khoa Luu CLL 14 12 0 25 May 2023
MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition Tianlun Zheng Zhineng Chen Bin Huang Wei Zhang Yuran Jiang 16 11 0 24 May 2023
Continual Semantic Segmentation with Automatic Memory Sample Selection Lanyun Zhu Tianrun Chen Jianxiong Yin Simon See J. Liu CLL VLM 11 44 0 11 Apr 2023
Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans Zhanghexuan Ji Dazhou Guo Puyang Wang Ke Yan Le Lu ... Qifeng Wang J. Ge Mingchen Gao X. Ye D. Jin OOD 16 19 0 01 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 21 592 0 31 Jan 2023
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation Fabio Cermelli Matthieu Cord Arthur Douillard CLL VLM 11 19 0 25 Nov 2022
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation Dipam Goswami René Schuster Joost van de Weijer D. Stricker CLL 11 18 0 13 Oct 2022
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains Marco Toldo Umberto Michieli Pietro Zanuttigh CLL VLM 28 5 0 13 Oct 2022