Title
Hierarchical Semantic Tree Anchoring for CLIP-Based Class-Incremental Learning Tao Hu Lan Li Zhen-Hao Xie Da-Wei Zhou CLL VLM 180 0 0 19 Nov 2025
Model Inversion with Layer-Specific Modeling and Alignment for Data-Free Continual Learning Ruilin Tong Haodong Lu Yuhang Liu Dong Gong CLL 205 0 0 30 Oct 2025
Understanding Catastrophic Interference: On the Identifibility of Latent Representations Yuke Li Yujia Zheng Tianyi Xiong Zhenyi Wang Tianyi Zhou 215 0 0 27 Sep 2025
Cross-Domain Attribute Alignment with CLIP: A Rehearsal-Free Approach for Class-Incremental Unsupervised Domain Adaptation Kerun Mi Guoliang Kang Guangyu Li Lin Zhao Tao Zhou Chen Gong CLL 81 0 0 14 Sep 2025
Modular Embedding Recomposition for Incremental Learning Aniello Panariello Emanuele Frascaroli Pietro Buzzega Lorenzo Bonicelli Angelo Porrello Simone Calderara VLM 143 2 0 22 Aug 2025
CRISP: Contrastive Residual Injection and Semantic Prompting for Continual Video Instance Segmentation Baichen Liu Qi Lyu Xudong Wang Jiahua Dong Lianqing Liu Zhi Han CLL VLM 104 0 0 14 Aug 2025
Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting Yuyang Liu Qiuhe Hong Linlan Huang Alexandra Gomez-Villa Dipam Goswami Xialei Liu Joost van de Weijer Yonghong Tian CLL KELM VLM 169 0 0 06 Aug 2025
Frugal Incremental Generative Modeling using Variational Autoencoders Victor Enescu Hichem Sahbi CLL 193 1 0 28 May 2025
Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors Haodong Lu Xinyu Zhang Kristen Moore Jason Xue Lina Yao Anton van den Hengel Dong Gong CLL VLM 188 2 0 27 May 2025
DCA: Dividing and Conquering Amnesia in Incremental Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2025 Aoting Zhang Dongbao Yang Yu Xie Xiaopeng Hong Miao Shang Yu Zhou CLL 214 2 0 19 Mar 2025
Optimized 3D Gaussian Splatting using Coarse-to-Fine Image Frequency Modulation Umar Farooq Jean-Yves Guillemaut Adrian Hilton M. Volino 3DGS 330 2 0 18 Mar 2025
Continual Learning for Multiple Modalities Hyundong Jin Eunwoo Kim CLL 398 0 0 11 Mar 2025
Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detectionInternational Conference on Learning Representations (ICLR), 2025 Yuguang Yang Tongfei Chen Haoyu Huang Linlin Yang Chunyu Xie Dawei Leng Xianbin Cao Baochang Zhang MedIm 171 0 0 22 Feb 2025
DesCLIP: Robust Continual Learning via General Attribute Descriptions for VLM-Based Visual Recognition Chiyuan He Zihuan Qiu Fanman Meng Linfeng Xu Qi Wu Haoyang Li CLL KELM VLM 436 0 0 02 Feb 2025
Adaptive Rank, Reduced Forgetting: Knowledge Retention in Continual Learning Vision-Language Models with Dynamic Rank-Selective LoRA Haodong Lu Chongyang Zhao Jason Xue Lina Yao Kristen Moore Dong Gong CLL KELM VLM 697 15 0 01 Dec 2024
One VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question AnsweringIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Deepayan Das Davide Talon Goran Frehse Yiming Wang Elisa Ricci 408 5 0 04 Nov 2024
Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning Lu Yu Hesong Li Ying Fu Joost van de Weijer Bartłomiej Twardowski Joost van de Weijer Changsheng Xu CLL 294 2 0 02 Aug 2024
Transitive Vision-Language Prompt Learning for Domain Generalization Liyuan Wang Yan Jin Zhen Chen Jinlin Wu Mengke Li Yang Lu Hanzi Wang VLM VPVLM LRM 318 4 0 29 Apr 2024
Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning Zitong Huang Ze Chen Zhixing Chen Erjin Zhou Xinxing Xu Rick Siow Mong Goh Yong-Jin Liu Wangmeng Zuo Chun-Mei Feng CLL VLM BDL 266 16 0 03 Jan 2024
Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning In-Ug Yoon Taehyean Choi Sun-Kyung Lee Young-Min Kim Jong-Hwan Kim CLL 177 7 0 06 Sep 2023