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Class-incremental Learning via Deep Model Consolidation
v1v2v3v4 (latest)

Class-incremental Learning via Deep Model Consolidation

IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019
19 March 2019
Junting Zhang
Jie Zhang
Shalini Ghosh
Dawei Li
Serafettin Tasci
Larry Heck
Heming Zhang
C.-C. Jay Kuo
    CLL
ArXiv (abs)PDFHTML

Papers citing "Class-incremental Learning via Deep Model Consolidation"

50 / 188 papers shown
Integral Continual Learning Along the Tangent Vector Field of Tasks
Integral Continual Learning Along the Tangent Vector Field of Tasks
Tianlin Liu
Aditya Golatkar
Stefano Soatto
Alessandro Achille
CLL
254
3
0
23 Nov 2022
Exemplar-free Continual Learning of Vision Transformers via Gated
  Class-Attention and Cascaded Feature Drift Compensation
Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift CompensationInternational Journal of Computer Vision (IJCV), 2022
Marco Cotogni
Fei Yang
C. Cusano
Andrew D. Bagdanov
Joost van de Weijer
CLL
254
2
0
22 Nov 2022
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual
  Question Answering
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question AnsweringIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yao Zhang
Haokun Chen
A. Frikha
Yezi Yang
Denis Krompass
Gengyuan Zhang
Jindong Gu
Volker Tresp
VLMLRM
203
8
0
19 Nov 2022
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual
  Query Localization
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query LocalizationComputer Vision and Pattern Recognition (CVPR), 2022
Mengmeng Xu
Yanghao Li
Cheng-Yang Fu
Guohao Li
Tao Xiang
Juan-Manuel Perez-Rua
225
19
0
18 Nov 2022
Mining Unseen Classes via Regional Objectness: A Simple Baseline for
  Incremental Segmentation
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental SegmentationNeural Information Processing Systems (NeurIPS), 2022
Zekang Zhang
Guangyu Gao
Zhiyuan Fang
Jianbo Jiao
Yunchao Wei
CLL
321
40
0
13 Nov 2022
Continual Learning with Evolving Class Ontologies
Continual Learning with Evolving Class OntologiesNeural Information Processing Systems (NeurIPS), 2022
Zhiqiu Lin
Deepak Pathak
Yu-Xiong Wang
Deva Ramanan
Shu Kong
CLL
329
11
0
10 Oct 2022
Learning "O" Helps for Learning More: Handling the Concealed Entity
  Problem for Class-incremental NER
Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NERAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Ruotian Ma
Xuanting Chen
Lin Zhang
Xin Zhou
Junzhe Wang
Tao Gui
Tao Gui
Yantao Du
Yunwen Chen
210
16
0
10 Oct 2022
Multi-stream Fusion for Class Incremental Learning in Pill Image
  Classification
Multi-stream Fusion for Class Incremental Learning in Pill Image ClassificationAsian Conference on Computer Vision (ACCV), 2022
Trong T. Nguyen
Hieu H. Pham
Phi Le Nguyen
T. Nguyen
Minh N. Do
CLL
88
4
0
05 Oct 2022
Online Continual Learning via the Meta-learning Update with Multi-scale
  Knowledge Distillation and Data Augmentation
Online Continual Learning via the Meta-learning Update with Multi-scale Knowledge Distillation and Data AugmentationEngineering applications of artificial intelligence (EAAI), 2022
Ya-nan Han
Jian Liu
KELMCLL
231
12
0
12 Sep 2022
Continuous QA Learning with Structured Prompts
Yinhe Zheng
CLL
513
1
0
31 Aug 2022
Anti-Retroactive Interference for Lifelong Learning
Anti-Retroactive Interference for Lifelong LearningEuropean Conference on Computer Vision (ECCV), 2022
Runqi Wang
Yuxiang Bao
Baochang Zhang
Jianzhuang Liu
Wentao Zhu
Guodong Guo
KELMCLL
167
25
0
27 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey
Semi-Supervised and Unsupervised Deep Visual Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yanbei Chen
Goran Frehse
Xiatian Zhu
Zeynep Akata
334
171
0
24 Aug 2022
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge
Xiaofan Yu
Yunhui Guo
Sicun Gao
Tajana Simunic
CLLSSL
406
21
0
24 Aug 2022
Multi-domain Learning for Updating Face Anti-spoofing Models
Multi-domain Learning for Updating Face Anti-spoofing ModelsEuropean Conference on Computer Vision (ECCV), 2022
Xiao Guo
Yaojie Liu
Anil Jain
Xiaoming Liu
CLLCVBM
160
49
0
23 Aug 2022
Continual Prune-and-Select: Class-incremental learning with specialized
  subnetworks
Continual Prune-and-Select: Class-incremental learning with specialized subnetworks
Aleksandr Dekhovich
David Tax
M. Sluiter
Miguel A. Bessa
CLL
192
21
0
09 Aug 2022
Balancing Stability and Plasticity through Advanced Null Space in
  Continual Learning
Balancing Stability and Plasticity through Advanced Null Space in Continual LearningEuropean Conference on Computer Vision (ECCV), 2022
Yajing Kong
Liu Liu
Zhen Wang
Dacheng Tao
CLL
150
49
0
25 Jul 2022
Multi-Granularity Regularized Re-Balancing for Class Incremental
  Learning
Multi-Granularity Regularized Re-Balancing for Class Incremental LearningIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Huitong Chen
Yu Wang
Q. Hu
CLL
264
23
0
30 Jun 2022
Continual Learning with Transformers for Image Classification
Continual Learning with Transformers for Image Classification
Beyza Ermis
Giovanni Zappella
Martin Wistuba
Aditya Rawal
Cédric Archambeau
CLL
185
23
0
28 Jun 2022
Class Impression for Data-free Incremental Learning
Class Impression for Data-free Incremental LearningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Sana Ayromlou
Purang Abolmaesumi
Teresa S. M. Tsang
Xiaoxiao Li
240
7
0
26 Jun 2022
Sample Condensation in Online Continual Learning
Sample Condensation in Online Continual LearningIEEE International Joint Conference on Neural Network (IJCNN), 2022
Mattia Sangermano
Antonio Carta
Andrea Cossu
D. Bacciu
DD
297
47
0
23 Jun 2022
Queried Unlabeled Data Improves and Robustifies Class-Incremental
  Learning
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning
Tianlong Chen
Sijia Liu
Shiyu Chang
Lisa Amini
Zinan Lin
CLL
273
4
0
15 Jun 2022
Continual Object Detection: A review of definitions, strategies, and
  challenges
Continual Object Detection: A review of definitions, strategies, and challengesNeural Networks (NN), 2022
Angelo G. Menezes
Gustavo de Moura
Cézanne Alves
André C. P. L. F. de Carvalho
ObjD
242
66
0
30 May 2022
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and
  Privacy Protection
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy ProtectionNeural Information Processing Systems (NeurIPS), 2022
Huiping Zhuang
Zhenyu Weng
Jianguo Huang
Renchunzi Xie
Kar-Ann Toh
Zhiping Lin
CLL
241
60
0
30 May 2022
Continual Learning for Visual Search with Backward Consistent Feature
  Embedding
Continual Learning for Visual Search with Backward Consistent Feature EmbeddingComputer Vision and Pattern Recognition (CVPR), 2022
Timmy S. T. Wan
Jun-Cheng Chen
Tzer-Yi Wu
Chu-Song Chen
CLLVLM
211
28
0
26 May 2022
Learning to Imagine: Diversify Memory for Incremental Learning using
  Unlabeled Data
Learning to Imagine: Diversify Memory for Incremental Learning using Unlabeled DataComputer Vision and Pattern Recognition (CVPR), 2022
Yujin Tang
Yifan Peng
Weishi Zheng
CLL
151
34
0
19 Apr 2022
An Efficient Domain-Incremental Learning Approach to Drive in All
  Weather Conditions
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
M. Jehanzeb Mirza
Marc Masana
Horst Possegger
Horst Bischof
CLL
221
102
0
19 Apr 2022
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot
  Object Detection
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection
Karim Guirguis
Ahmed Hendawy
George Eskandar
Mohamed Abdelsamad
Matthias Kayser
Jürgen Beyerer
134
20
0
11 Apr 2022
Re-examining Distillation For Continual Object Detection
Re-examining Distillation For Continual Object DetectionBritish Machine Vision Conference (BMVC), 2022
Eli Verwimp
Kuo Yang
Sarah Parisot
Hong Lanqing
Jingyu Sun
Eduardo Pérez-Pellitero
Matthias De Lange
Tinne Tuytelaars
VLM
284
7
0
04 Apr 2022
Meta-attention for ViT-backed Continual Learning
Meta-attention for ViT-backed Continual LearningComputer Vision and Pattern Recognition (CVPR), 2022
Mengqi Xue
Haofei Zhang
Mingli Song
Weilong Dai
CLL
150
57
0
22 Mar 2022
SATS: Self-Attention Transfer for Continual Semantic Segmentation
SATS: Self-Attention Transfer for Continual Semantic SegmentationPattern Recognition (Pattern Recogn.), 2022
Yiqiao Qiu
Yixing Shen
Zhuohao Sun
Yanchong Zheng
Xiaobin Chang
Weishi Zheng
Ruixuan Wang
CLL
287
40
0
15 Mar 2022
Hierarchical Memory Learning for Fine-Grained Scene Graph Generation
Hierarchical Memory Learning for Fine-Grained Scene Graph GenerationEuropean Conference on Computer Vision (ECCV), 2022
Youming Deng
Yansheng Li
Yongjun Zhang
Xiang Xiang
Jian Wang
Jingdong Chen
Jiayi Ma
310
26
0
14 Mar 2022
Memory Efficient Continual Learning with Transformers
Memory Efficient Continual Learning with TransformersNeural Information Processing Systems (NeurIPS), 2022
Beyza Ermis
Giovanni Zappella
Martin Wistuba
Aditya Rawal
Cédric Archambeau
CLL
295
62
0
09 Mar 2022
Multi-Teacher Knowledge Distillation for Incremental Implicitly-Refined
  Classification
Multi-Teacher Knowledge Distillation for Incremental Implicitly-Refined ClassificationIEEE International Conference on Multimedia and Expo (ICME), 2022
L. Yu
Zhenyu Weng
Yuqing Wang
Yuesheng Zhu
CLL
202
8
0
23 Feb 2022
Learning to Predict Gradients for Semi-Supervised Continual Learning
Learning to Predict Gradients for Semi-Supervised Continual LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yan Luo
Yongkang Wong
Mohan S. Kankanhalli
Qi Zhao
SSLCLL
176
12
0
23 Jan 2022
An Incremental Learning Approach to Automatically Recognize Pulmonary
  Diseases from the Multi-vendor Chest Radiographs
An Incremental Learning Approach to Automatically Recognize Pulmonary Diseases from the Multi-vendor Chest Radiographs
Mehreen Sirshar
Taimur Hassan
M. Akram
S. Khan
194
35
0
07 Jan 2022
A Novel Incremental Learning Driven Instance Segmentation Framework to
  Recognize Highly Cluttered Instances of the Contraband Items
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items
Taimur Hassan
S. Akçay
Bennamoun
Salman Khan
Naoufel Werghi
229
28
0
07 Jan 2022
Ex-Model: Continual Learning from a Stream of Trained Models
Ex-Model: Continual Learning from a Stream of Trained Models
Antonio Carta
Andrea Cossu
Vincenzo Lomonaco
D. Bacciu
CLL
135
15
0
13 Dec 2021
FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning
FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual LearningBritish Machine Vision Conference (BMVC), 2021
H. Sahbi
Haoming Zhan
AI4CE
99
3
0
22 Nov 2021
Bridging Non Co-occurrence with Unlabeled In-the-wild Data for
  Incremental Object Detection
Bridging Non Co-occurrence with Unlabeled In-the-wild Data for Incremental Object Detection
Na Dong
Yongqiang Zhang
M. Ding
G. Lee
CLL
127
29
0
28 Oct 2021
Incremental Learning for Animal Pose Estimation using RBF k-DPP
Incremental Learning for Animal Pose Estimation using RBF k-DPP
Gaurav Kumar Nayak
Het Shah
Anirban Chakraborty
CLL
172
3
0
26 Oct 2021
HCV: Hierarchy-Consistency Verification for Incremental
  Implicitly-Refined Classification
HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined ClassificationBritish Machine Vision Conference (BMVC), 2021
Kai Wang
Xialei Liu
Luis Herranz
Joost van de Weijer
CLL
212
4
0
21 Oct 2021
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via
  Bayesian Deep Learning
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning
Taimur Hassan
Bilal Hassan
M. Akram
Shahrukh K Hashmi
A. Taguri
Naoufel Werghi
OOD
198
21
0
18 Oct 2021
Adaptive Explainable Continual Learning Framework for Regression
  Problems with Focus on Power Forecasts
Adaptive Explainable Continual Learning Framework for Regression Problems with Focus on Power Forecasts
Yujiang He
AI4TSCLL
177
3
0
24 Aug 2021
Continual Semi-Supervised Learning through Contrastive Interpolation
  Consistency
Continual Semi-Supervised Learning through Contrastive Interpolation ConsistencyPattern Recognition Letters (PR), 2021
Matteo Boschini
Pietro Buzzega
Lorenzo Bonicelli
Angelo Porrello
Simone Calderara
CLL
191
47
0
14 Aug 2021
DIODE: Dilatable Incremental Object Detection
DIODE: Dilatable Incremental Object DetectionPattern Recognition (Pattern Recogn.), 2021
Can Peng
Kun-li Zhao
Sam Maksoud
Tianren Wang
Brian C. Lovell
CLLObjD
196
13
0
12 Aug 2021
Revisiting Catastrophic Forgetting in Class Incremental Learning
Revisiting Catastrophic Forgetting in Class Incremental Learning
Zixuan Ni
Haizhou Shi
Siliang Tang
Longhui Wei
Qi Tian
Yueting Zhuang
CLL
270
9
0
26 Jul 2021
Multi-View Correlation Distillation for Incremental Object Detection
Multi-View Correlation Distillation for Incremental Object Detection
Dongbao Yang
Can Ma
Weiping Wang
275
68
0
05 Jul 2021
Pool of Experts: Realtime Querying Specialized Knowledge in Massive
  Neural Networks
Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks
Hakbin Kim
Dong-Wan Choi
125
2
0
03 Jul 2021
Split-and-Bridge: Adaptable Class Incremental Learning within a Single
  Neural Network
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
Jong-Yeong Kim
Dong-Wan Choi
CLL
122
28
0
03 Jul 2021
Learning without Forgetting for 3D Point Cloud Objects
Learning without Forgetting for 3D Point Cloud ObjectsInternational Work-Conference on Artificial and Natural Neural Networks (IWANN), 2021
T. Chowdhury
Mahira Jalisha
A. Cheraghian
Shafin Rahman
3DPC
159
11
0
27 Jun 2021
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