On Learning the Geodesic Path for Incremental Learning

Computer Vision and Pattern Recognition (CVPR), 2021

17 April 2021

Mehrtash Harandi

Papers citing "On Learning the Geodesic Path for Incremental Learning"

50 / 76 papers shown

Title
Merge and Bound: Direct Manipulations on Weights for Class Incremental Learning Taehoon Kim Donghwan Jang Bohyung Han CLL MoMe 169 0 0 26 Nov 2025
DRL: Discriminative Representation Learning with Parallel Adapters for Class Incremental Learning Jiawei Zhan Jun Liu Jinlong Peng Xiaochen Chen Bin-Bin Gao Yong-Jin Liu Chengjie Wang CLL 152 0 0 14 Oct 2025
How to Teach Large Multimodal Models New Skills Zhen Zhu Yiming Gong Yao Xiao Yaoyao Liu Derek Hoiem MLLM CLL KELM 153 0 0 09 Oct 2025
Closing the Oracle Gap: Increment Vector Transformation for Class Incremental Learning Zihuan Qiu Yi Xu Fanman Meng Runtong Zhang Linfeng XU Qingbo Wu Hongliang Li CLL VLM 117 0 0 26 Sep 2025
DevFD: Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces Tianshuo Zhang Li Gao Siran Peng Xiangyu Zhu Zhen Lei 132 0 0 23 Sep 2025
Index-Aligned Query Distillation for Transformer-based Incremental Object Detection Mingxiao Ma Shunyao Zhu Guoliang Kang CLL 56 0 0 15 Aug 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning Yan Wang Da-Wei Zhou Han-Jia Ye CLL MoMe 104 1 0 11 Aug 2025
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation Zechao Sun Shuying Piao Weitong Chen Chang George Dong Lin Yue Weitong Chen Luping Zhou CLL 289 1 0 01 Jul 2025
STSA: Federated Class-Incremental Learning via Spatial-Temporal Statistics Aggregation Zenghao Guan Guojun Zhu Yucan Zhou Wu Liu Weiping Wang Jiebo Luo Xiaoyan Gu 241 0 0 02 Jun 2025
Flashbacks to Harmonize Stability and Plasticity in Continual LearningNeural Networks (NN), 2025 Leila Mahmoodi Peyman Moghadam Munawar Hayat Christian Simon Mehrtash Harandi CLL VLM AI4CE 249 2 0 31 May 2025
MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging Zihuan Qiu Yi Xu Chiyuan He Fanman Meng Linfeng Xu Qi Wu Hongliang Li CLL MoMe 364 3 0 17 May 2025
Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training Chao Qi Jianqin Yin Meng Chen Yingchun Niu Yuan Sun 3DPC CLL 276 0 0 11 Apr 2025
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Hongmei Yin Tingliang Feng Fan Lyu Fanhua Shang Hongying Liu Wei Feng Liang Wan CLL VLM 229 2 0 28 Mar 2025
C-LoRA: Continual Low-Rank Adaptation for Pre-trained Models Xin Zhang Liang Bai Xian Yang Jiye Liang CLL 429 2 0 25 Feb 2025
Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Qirui Wu Shizhou Zhang De Cheng Yinghui Xing Di Xu Peng Wang Yanning Zhang ObjD 573 2 0 08 Feb 2025
Federated Class-Incremental Learning: A Hybrid Approach Using Latent Exemplars and Data-Free Techniques to Address Local and Global ForgettingInternational Conference on Learning Representations (ICLR), 2025 Milad Khademi Nori Il-Min Kim Guanghui CLL 441 3 0 26 Jan 2025
When does a bridge become an aeroplane? T. Dardeno L. Bull N. Dervilis Keith Worden 193 0 0 27 Nov 2024
Dual Prototypes for Adaptive Pre-Trained Model in Class-Incremental LearningNeural Networks (NN), 2024 Zhiming Xu Steve Yang Baile Xu Furao Shen Jian Zhao CLL 532 0 0 26 Nov 2024
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar SelectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Hossein Resani B. Nasihatkon Mohammadreza Alimoradi Jazi 3DPC 255 2 0 12 Sep 2024
Dynamic Object Queries for Transformer-based Incremental Object Detection Jichuan Zhang Wei Li Shuang Cheng Yali Li Shengjin Wang 183 6 0 31 Jul 2024
PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning M. A. Ma'sum Mahardhika Pratama Savitha Ramasamy Lin Liu Habibullah Habibullah Ryszard Kowalczyk CLL 194 3 0 30 Jul 2024
iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Tom Fischer Yaoyao Liu Artur Jesslen Noor Ahmed Prakhar Kaushik Angtian Wang Yaoyao Liu Adam Kortylewski Eddy Ilg CLL AI4CE 184 2 0 12 Jul 2024
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding Thanh-Dat Truong Utsav Prabhu Dongyi Wang Bhiksha Raj Susan Gauch J. Subbiah Khoa Luu 309 4 0 03 Jun 2024
Densely Distilling Cumulative Knowledge for Continual Learning Zenglin Shi Pei Liu Tong Su Yunpeng Wu Kuien Liu Yu Song Meng Wang CLL 179 1 0 16 May 2024
Backpropagation-free Network for 3D Test-time Adaptation Yanshuo Wang A. Cheraghian Zeeshan Hayder Jie Hong Sameera Ramasinghe Shafin Rahman David Ahmedt-Aristizabal Xuesong Li Lars Petersson Mehrtash Harandi TTA 234 9 0 27 Mar 2024
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning Run He Huiping Zhuang Di Fang Yizhu Chen Kai Tong Cen Chen Lap-Pui Chau Huiping Zhuang 358 2 0 20 Mar 2024
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2024 Da-Wei Zhou Hai-Long Sun Han-Jia Ye De-Chuan Zhan CLL 231 103 0 18 Mar 2024
VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object Detection via Vision-Language Model Junsu Kim Yunhoe Ku Jihyeon Kim Junuk Cha Seungryul Baek ObjD VLM 247 23 0 08 Mar 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning Jiangpeng He Fengqing Zhu CLL 332 35 0 28 Feb 2024
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection Junsu Kim Hoseong Cho Jihyeon Kim Yihalem Yimolal Tiruneh Seungryul Baek DiffM 410 44 0 27 Feb 2024
On mitigating stability-plasticity dilemma in CLIP-guided image morphing via geodesic distillation loss Yeongtak Oh Saehyung Lee Uiwon Hwang Sungroh Yoon 151 0 0 19 Jan 2024
Catastrophic Forgetting in Deep Learning: A Comprehensive TaxonomyJournal of the Brazilian Computer Society (JBCS), 2023 Everton L. Aleixo J. Colonna Marco Cristo Everlandio Fernandes CLL 207 48 0 16 Dec 2023
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Thanh-Dat Truong Utsav Prabhu Bhiksha Raj Jackson Cothren Khoa Luu CLL 354 8 0 27 Nov 2023
Online Continual Learning via Logit Adjusted Softmax Zhehao Huang Tao Li Chenhe Yuan Yingwen Wu Xiaolin Huang CLL 189 3 0 11 Nov 2023
Class Incremental Learning with Pre-trained Vision-Language Models Xialei Liu Xusheng Cao Haori Lu Jia-Wen Xiao Andrew D. Bagdanov Ming-Ming Cheng VLM 244 18 0 31 Oct 2023
Wakening Past Concepts without Past Data: Class-Incremental Learning from Online PlacebosIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Yaoyao Liu Yingying Li Bernt Schiele Qianru Sun CLL OnRL 206 13 0 24 Oct 2023
Federated Class-Incremental Learning with PromptingExpert systems with applications (ESWA), 2023 Jiale Liu Yu-Wei Zhan Chong-Yu Zhang Xin Luo Zhen-Duo Chen Yinwei Wei CLL FedML 260 6 0 13 Oct 2023
Multivariate Prototype Representation for Domain-Generalized Incremental LearningComputer Vision and Image Understanding (CVIU), 2023 Can Peng Piotr Koniusz Kai Guo Brian C. Lovell Peyman Moghadam CLL OOD 131 4 0 24 Sep 2023
Rethinking Momentum Knowledge Distillation in Online Continual LearningInternational Conference on Machine Learning (ICML), 2023 Nicolas Michel Maorong Wang L. Xiao T. Yamasaki CLL 202 16 0 06 Sep 2023
SATHUR: Self Augmenting Task Hallucinal Unified Representation for Generalized Class Incremental Learning Sathursan Kanagarajah Thanuja D. Ambegoda Ranga Rodrigo CLL 231 0 0 13 Aug 2023
Class Incremental Learning with Self-Supervised Pre-Training and Prototype LearningPattern Recognition (Pattern Recogn.), 2023 Wenzhuo Liu Xinjian Wu Fei Zhu Mingming Yu Chuan Wang Cheng-Lin Liu SSL CLL 233 28 0 04 Aug 2023
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants Jianlong Wu Haobo Yuan Hefei Ling Yue Yu Lefei Zhang Zhouchen Lin Juil Sock Dacheng Tao Guohao Li CLL 317 12 0 03 Aug 2023
FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced TransformerInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Chenghao Liu Xiaoyang Qu Jianzong Wang Jing Xiao CLL FedML 159 31 0 27 Jun 2023
Evolving Knowledge Mining for Class Incremental Segmentation Zhihe Lu Shuicheng Yan Xinchao Wang CLL 224 0 0 03 Jun 2023
SRIL: Selective Regularization for Class-Incremental LearningAsian Conference on Computer Vision (ACCV), 2023 Jisu Han Jaemin Na Wonjun Hwang CLL 333 0 0 09 May 2023
Taxonomic Class Incremental Learning Yuzhao Chen Zonghua Li Zhiyuan Hu Nuno Vasconcelos CLL 157 3 0 12 Apr 2023
Cross-Class Feature Augmentation for Class Incremental LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Taehoon Kim Jaeyoo Park Bohyung Han CLL 165 7 0 04 Apr 2023
Preserving Linear Separability in Continual Learning by Backward Feature ProjectionComputer Vision and Pattern Recognition (CVPR), 2023 Qiao Gu Dongsub Shim Florian Shkurti CLL KELM 200 17 0 26 Mar 2023
Class-Incremental Exemplar Compression for Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2023 Zilin Luo Yaoyao Liu Bernt Schiele Qianru Sun VLM CLL 280 62 0 24 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You NeedInternational Journal of Computer Vision (IJCV), 2023 Da-Wei Zhou Han-Jia Ye De-Chuan Zhan Ziwei Liu CLL 210 161 0 13 Mar 2023

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On Learning the Geodesic Path for Incremental Learning

Papers citing "On Learning the Geodesic Path for Incremental Learning"