Incremental Learning in Semantic Segmentation from Image Labels

3 December 2021

Papers citing "Incremental Learning in Semantic Segmentation from Image Labels"

37 / 37 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
CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation Vishal G. Thengane Jean Lahoud Hisham Cholakkal Rao Muhammad Anwer L. Yin Xiatian Zhu Salman Khan CLL 103 0 0 24 Feb 2025
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets Wolfgang Boettcher Lukas Hoyer Ozan Unal J. E. Lenssen Bernt Schiele 26 0 0 22 Aug 2024
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic Segmentation Ye Du Zehua Fu Qingjie Liu 23 1 0 04 Aug 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 48 1 0 18 Jul 2024
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation Chongjie Si Xuehui Wang Xiaokang Yang Wei Shen CLL 28 1 0 18 Apr 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
PANDAS: Prototype-based Novel Class Discovery and Detection Tyler L. Hayes César R. de Souza Namil Kim Jiwon Kim Riccardo Volpi Diane Larlus ObjD 23 2 0 27 Feb 2024
Source-Guided Similarity Preservation for Online Person Re-Identification Hamza Rami Jhony H. Giraldo Nicolas Winckler Stéphane Lathuilière CLL 21 3 0 23 Feb 2024
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Bo Yuan Danpei Zhao 3DV CLL 28 9 0 22 Oct 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 35 2 0 19 Sep 2023
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation Shyam Nandan Rai Fabio Cermelli Barbara Caputo Carlo Masone ISeg ViT 20 5 0 08 Sep 2023
Vision-Based Cranberry Crop Ripening Assessment Faith Johnson Jack Lowry Kristin J. Dana Peter Oudemans 15 0 0 31 Aug 2023
Audio-Visual Class-Incremental Learning Weiguo Pian Shentong Mo Yunhui Guo Yapeng Tian CLL VLM 20 27 0 21 Aug 2023
Continual Road-Scene Semantic Segmentation via Feature-Aligned Symmetric Multi-Modal Network F. Barbato Elena Camuffo Simone Milani Pietro Zanuttigh 14 5 0 09 Aug 2023
Unmasking Anomalies in Road-Scene Segmentation Shyam Nandan Rai Fabio Cermelli Dario Fontanel Carlo Masone Barbara Caputo ISeg 13 40 0 25 Jul 2023
RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation Subhankar Roy Riccardo Volpi G. Csurka Diane Larlus CLL 30 4 0 31 May 2023
Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Elena Camuffo Simone Milani 3DPC CLL 21 8 0 08 Apr 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions Tobias Kalb Jürgen Beyerer CLL 13 4 0 24 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need Da-Wei Zhou Han-Jia Ye De-Chuan Zhan Ziwei Liu CLL 28 99 0 13 Mar 2023
Incremental Learning of Acoustic Scenes and Sound Events Manjunath Mulimani A. Mesaros CLL 9 6 0 28 Feb 2023
Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation Chaohui Yu Qiang-feng Zhou Jingliang Li Jia-Chao Yuan Zhibin Wang Fan Wang VLM CLL 17 12 0 28 Feb 2023
Effects of Architectures on Continual Semantic Segmentation Tobias Kalb Niket Ahuja Jingxing Zhou Jürgen Beyerer CLL 26 3 0 21 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 24 49 0 13 Feb 2023
Towards Label-Efficient Incremental Learning: A Survey Mert Kilickaya Joost van de Weijer Yuki M. Asano CLL 20 4 0 01 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 30 596 0 31 Jan 2023
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation Fabio Cermelli Matthieu Cord Arthur Douillard CLL VLM 16 20 0 25 Nov 2022
Delving into Transformer for Incremental Semantic Segmentation Zekai Xu Mingying Zhang Jiayue Hou Xing Gong Chuan Wen Chengjie Wang Junge Zhang CLL 19 1 0 18 Nov 2022
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains Marco Toldo Umberto Michieli Pietro Zanuttigh CLL VLM 33 5 0 13 Oct 2022
Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation Tobias Kalb Jürgen Beyerer CLL 18 8 0 16 Sep 2022
Online Unsupervised Domain Adaptation for Person Re-identification Hamza Rami Matthieu Ospici Stéphane Lathuilière OOD 22 11 0 09 May 2022
Modeling Missing Annotations for Incremental Learning in Object Detection Fabio Cermelli Antonino Geraci Dario Fontanel Barbara Caputo CLL 26 24 0 19 Apr 2022
RECALL: Replay-based Continual Learning in Semantic Segmentation Andrea Maracani Umberto Michieli Marco Toldo Pietro Zanuttigh VLM CLL 45 113 0 08 Aug 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 239 642 0 21 Apr 2021
Distilling Causal Effect of Data in Class-Incremental Learning Xinting Hu Kaihua Tang C. Miao Xiansheng Hua Hanwang Zhang CML 174 174 0 02 Mar 2021
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 213 740 0 28 Mar 2018
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen A. Hengel SSeg 245 1,490 0 30 Nov 2016