Continual Semantic Segmentation with Automatic Memory Sample Selection

11 April 2023

Papers citing "Continual Semantic Segmentation with Automatic Memory Sample Selection"

32 / 32 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
POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation Lanyun Zhu Tianrun Chen Qianxiong Xu Xuanyi Liu Deyi Ji Haiyang Wu De Wen Soh Xiaozhong Liu VLM LRM 50 0 0 01 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 75 0 0 28 Mar 2025
Breaking the Box: Enhancing Remote Sensing Image Segmentation with Freehand Sketches Ying Zang Yuncan Gao Jiangi Zhang Yuangi Hu Runlong Cao Lanyun Zhu Qi Zhu Deyi Ji Renjun Xu Tianrun Chen 61 0 0 15 Mar 2025
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation Deyi Ji Feng Zhao Hongtao Lu Feng Wu Jieping Ye 76 2 0 11 Mar 2025
Region-Based Optimization in Continual Learning for Audio Deepfake Detection Yujie Chen Jiangyan Yi Cunhang Fan J. Tao Yong Ren ... Hao Gu Jun Xue Chenglong Wang Zhao Lv Xiaohui Zhang 83 0 0 16 Dec 2024
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding Deyi Ji Lanyun Zhu Siqi Gao Peng Xu Hongtao Lu Jieping Ye Feng Zhao PINN LMTD 52 3 0 13 Nov 2024
Hybrid Mamba for Few-Shot Segmentation Qianxiong Xu Xuanyi Liu Lanyun Zhu Guosheng Lin Cheng Long Ziyue Li Rui Zhao Mamba 33 3 0 29 Sep 2024
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More Tianrun Chen Ankang Lu Lanyun Zhu Chaotao Ding Chunan Yu Deyi Ji Z. Li Lingyun Sun Papa Mao Ying Zang VLM MedIm 51 19 0 08 Aug 2024
Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling Bo Yuan Danpei Zhao Z. Shi VLM CLL 32 3 0 22 Jul 2024
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation Anqi Zhang Guangyu Gao CLL VLM 41 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 36 2 0 12 Jul 2024
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation Deyi Ji Wenwei Jin Hongtao Lu Feng Zhao 32 5 0 28 Jun 2024
Discrete Latent Perspective Learning for Segmentation and Detection Deyi Ji Feng Zhao Lanyun Zhu Wenwei Jin Hongtao Lu Jieping Ye 32 7 0 15 Jun 2024
Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models Tianrun Chen Chunan Yu Jing Li Jianqi Zhang Lanyun Zhu Deyi Ji Yong Zhang Ying Zang Zejian Li Lingyun Sun LRM 49 9 0 29 May 2024
Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation Jihwan Kwak Sungmin Cha Taesup Moon CLL 43 0 0 16 May 2024
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies Zhongrui Gui Shuyang Sun Runjia Li Jianhao Yuan Zhaochong An Karsten Roth Ameya Prabhu Philip H. S. Torr VLM CLL 32 6 0 15 Apr 2024
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Shu Zhao Xiaohan Zou Tan Yu Huijuan Xu 37 1 0 17 Mar 2024
View-Centric Multi-Object Tracking with Homographic Matching in Moving UAV Deyi Ji Siqi Gao Lanyun Zhu Qi Zhu Yiru Zhao Peng Xu Hongtao Lu Feng Zhao Jieping Ye 46 6 0 16 Mar 2024
Continual Segmentation with Disentangled Objectness Learning and Class Recognition Yizheng Gong Siyue Yu Xiaoyang Wang Jimin Xiao CLL 30 5 0 06 Mar 2024
ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer Bowen Dong Guanglei Yang W. Zuo Lei Zhang 51 1 0 26 Feb 2024
RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner Ying Zang Chenglong Fu Runlong Cao Didi Zhu Min Zhang Wenjun Hu Lanyun Zhu Tianrun Chen 32 6 0 08 Feb 2024
LLaFS: When Large Language Models Meet Few-Shot Segmentation Lanyun Zhu Tianrun Chen Deyi Ji Jieping Ye Jun Liu VLM 39 37 0 28 Nov 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data Cheng-Hao Tu Hong-You Chen Zheda Mai Shitian Zhao Vardaan Pahuja Tanya Berger-Wolf Song Gao Charles V. Stewart Yu-Chuan Su Wei-Lun Chao CLL 36 3 0 02 Nov 2023
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Bo Yuan Danpei Zhao 3DV CLL 32 10 0 22 Oct 2023
Learning Gabor Texture Features for Fine-Grained Recognition Lanyun Zhu Tianrun Chen Jianxiong Yin Simon See Jun Liu 28 18 0 10 Aug 2023
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation Jingfan Chen Yuxi Wang Peng Wang Xiao Chen Zhaoxiang Zhang Zhen Lei Qing Li DiffM 23 5 0 02 Aug 2023
Gradient-Semantic Compensation for Incremental Semantic Segmentation Wei Cong Yang Cong Jiahua Dong Gan Sun Henghui Ding CLL VLM 34 12 0 20 Jul 2023
SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More Tianrun Chen Lanyun Zhu Chao Ding Runlong Cao Yan Wang Z. Li Lingyun Sun Papa Mao Ying Zang VLM 43 52 0 18 Apr 2023
Non-exemplar Class-incremental Learning by Random Auxiliary Classes Augmentation and Mixed Features Kenny Song Quan Xia Guoqiang Liang Zhaoji Chen Yanning Zhang CLL 27 6 0 16 Apr 2023
Recent Advances of Continual Learning in Computer Vision: An Overview Haoxuan Qu Hossein Rahmani Li Xu Bryan M. Williams Jun Liu VLM CLL 25 73 0 23 Sep 2021
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,639 0 02 Nov 2015