Inherit with Distillation and Evolve with Contrast: Exploring Class
Incremental Semantic Segmentation Without Exemplar Memory

Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

27 September 2023

ArXiv (abs)PDF HTML

Papers citing "Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory"

9 / 9 papers shown

Title
Decoupling Continual Semantic Segmentation Yifu Guo Y. Lu Wentao Zhang Zishan Xu Dexia Chen Siyu Zhang Yizhe Zhang Ruixuan Wang CLL 107 2 0 07 Aug 2025
I $^2$ RF-TFCKD: Intra-Inter Representation Fusion with Time-Frequency Calibration Knowledge Distillation for Speech Enhancement Jiaming Cheng Ruiyu Liang Chao Xu Chao Xu Jing Li Wei Zhou Rui Liu Björn W. Schuller Xiaoshuai Hao 135 0 0 16 Jun 2025
Reconciling Semantic Controllability and Diversity for Remote Sensing Image Synthesis with Hybrid Semantic EmbeddingIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Qingbin Liu Danpei Zhao Bo Yuan Wentao Li Tian Li 244 0 0 22 Nov 2024
Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling Bo Yuan Danpei Zhao Z. Shi VLM CLL 225 6 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 327 4 0 19 Jul 2024
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation Anqi Zhang Guangyu Gao CLL VLM 236 7 0 13 Jul 2024
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting Wei Li Jingyang Zhang Pheng-Ann Heng Lixu Gu CLL DiffM 190 4 0 28 Jun 2024
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Bo Yuan Danpei Zhao 3DV CLL 273 30 0 22 Oct 2023
Continual Contrastive Spoken Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Umberto Cappellazzo Enrico Fini Muqiao Yang Daniele Falavigna Alessio Brutti Bhiksha Raj CLL 271 1 0 04 Oct 2023