AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection
Fuente:
arXiv
Saved in:
| Main Authors: | Momeni, Saleh, Xiao, Changnan, Liu, Bing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Open-World Continual Learning: Unifying Novelty Detection and Continual Learning
by: Kim, Gyuhak, et al.
Published: (2023)
by: Kim, Gyuhak, et al.
Published: (2023)
Continual Learning Using a Kernel-Based Method Over Foundation Models
by: Momeni, Saleh, et al.
Published: (2024)
by: Momeni, Saleh, et al.
Published: (2024)
Achieving Upper Bound Accuracy of Joint Training in Continual Learning
by: Momeni, Saleh, et al.
Published: (2025)
by: Momeni, Saleh, et al.
Published: (2025)
MRI-Based Brain Age Estimation with Supervised Contrastive Learning of Continuous Representation
by: Crête, Simon Joseph Clément, et al.
Published: (2025)
by: Crête, Simon Joseph Clément, et al.
Published: (2025)
Generalization Bounds for Robust Contrastive Learning: From Theory to Practice
by: Tran, Ngoc N., et al.
Published: (2023)
by: Tran, Ngoc N., et al.
Published: (2023)
Continual Learning: Less Forgetting, More OOD Generalization via Adaptive Contrastive Replay
by: Rezaei, Hossein, et al.
Published: (2024)
by: Rezaei, Hossein, et al.
Published: (2024)
GACL: Exemplar-Free Generalized Analytic Continual Learning
by: Zhuang, Huiping, et al.
Published: (2024)
by: Zhuang, Huiping, et al.
Published: (2024)
Contrastive Semantic Projection: Faithful Neuron Labeling with Contrastive Examples
by: Bouanani, Oussama, et al.
Published: (2026)
by: Bouanani, Oussama, et al.
Published: (2026)
Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning
by: Taylor, Cameron, et al.
Published: (2024)
by: Taylor, Cameron, et al.
Published: (2024)
Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt
by: Liu, Jiaqi, et al.
Published: (2024)
by: Liu, Jiaqi, et al.
Published: (2024)
CP-MoE: Consistency-Preserving Mixture-of-Experts for Continual Learning
by: Liu, Yang, et al.
Published: (2026)
by: Liu, Yang, et al.
Published: (2026)
Rehearsal-free and Task-free Online Continual Learning With Contrastive Prompt
by: Wang, Aopeng, et al.
Published: (2025)
by: Wang, Aopeng, et al.
Published: (2025)
HPCR: Holistic Proxy-based Contrastive Replay for Online Continual Learning
by: Lin, Huiwei, et al.
Published: (2023)
by: Lin, Huiwei, et al.
Published: (2023)
Continual Learning of Achieving Forgetting-free and Positive Knowledge Transfer
by: Wang, Zhi, et al.
Published: (2026)
by: Wang, Zhi, et al.
Published: (2026)
Enhancing Semi-Supervised Multi-View Graph Convolutional Networks via Supervised Contrastive Learning and Self-Training
by: Xiao, Huaiyuan, et al.
Published: (2025)
by: Xiao, Huaiyuan, et al.
Published: (2025)
GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning
by: Peng, Tiantian, et al.
Published: (2025)
by: Peng, Tiantian, et al.
Published: (2025)
RanPAC: Random Projections and Pre-trained Models for Continual Learning
by: McDonnell, Mark D., et al.
Published: (2023)
by: McDonnell, Mark D., et al.
Published: (2023)
Quadratic Upper Bound for Boosting Robustness
by: You, Euijin, et al.
Published: (2026)
by: You, Euijin, et al.
Published: (2026)
Variational Supervised Contrastive Learning
by: Wang, Ziwen, et al.
Published: (2025)
by: Wang, Ziwen, et al.
Published: (2025)
Ultrasound Vision-Language Alignment via Contrastive Learning
by: Lyu, Zhuoyang, et al.
Published: (2026)
by: Lyu, Zhuoyang, et al.
Published: (2026)
MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection
by: Nezakati, Niki, et al.
Published: (2024)
by: Nezakati, Niki, et al.
Published: (2024)
Improving Out-of-Distribution Data Handling and Corruption Resistance via Modern Hopfield Networks
by: Sargolzaei, Saleh, et al.
Published: (2024)
by: Sargolzaei, Saleh, et al.
Published: (2024)
Towards Redundancy-Free Sub-networks in Continual Learning
by: Chen, Cheng, et al.
Published: (2023)
by: Chen, Cheng, et al.
Published: (2023)
Unifying Graph Contrastive Learning via Graph Message Augmentation
by: Zhang, Ziyan, et al.
Published: (2024)
by: Zhang, Ziyan, et al.
Published: (2024)
Provable Contrastive Continual Learning
by: Wen, Yichen, et al.
Published: (2024)
by: Wen, Yichen, et al.
Published: (2024)
Global Pre-fixing, Local Adjusting: A Simple yet Effective Contrastive Strategy for Continual Learning
by: Tang, Jia, et al.
Published: (2025)
by: Tang, Jia, et al.
Published: (2025)
Consistency Enhancement-Based Deep Multiview Clustering via Contrastive Learning
by: Yang, Hao, et al.
Published: (2024)
by: Yang, Hao, et al.
Published: (2024)
Memory-efficient Continual Learning with Neural Collapse Contrastive
by: Dang, Trung-Anh, et al.
Published: (2024)
by: Dang, Trung-Anh, et al.
Published: (2024)
ContrastCAD: Contrastive Learning-based Representation Learning for Computer-Aided Design Models
by: Jung, Minseop, et al.
Published: (2024)
by: Jung, Minseop, et al.
Published: (2024)
Partial Multi-View Clustering via Meta-Learning and Contrastive Feature Alignment
by: Chen, BoHao
Published: (2024)
by: Chen, BoHao
Published: (2024)
Variation-Bounded Loss for Noise-Tolerant Learning
by: Wang, Jialiang, et al.
Published: (2025)
by: Wang, Jialiang, et al.
Published: (2025)
C-Flat++: Towards a More Efficient and Powerful Framework for Continual Learning
by: Li, Wei, et al.
Published: (2025)
by: Li, Wei, et al.
Published: (2025)
Towards Robust Spiking Neural Networks:Mitigating Heterogeneous Training Vulnerability via Dominant Eigencomponent Projection
by: Zhang, Desong, et al.
Published: (2025)
by: Zhang, Desong, et al.
Published: (2025)
BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning
by: Feng, Qianhan, et al.
Published: (2024)
by: Feng, Qianhan, et al.
Published: (2024)
MACD: Model-Aware Contrastive Decoding via Counterfactual Data
by: Xiao, Qixin
Published: (2026)
by: Xiao, Qixin
Published: (2026)
Make Continual Learning Stronger via C-Flat
by: Bian, Ang, et al.
Published: (2024)
by: Bian, Ang, et al.
Published: (2024)
Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA
by: Fa, Zhan, et al.
Published: (2026)
by: Fa, Zhan, et al.
Published: (2026)
A Generalization Theory of Cross-Modality Distillation with Contrastive Learning
by: Lin, Hangyu, et al.
Published: (2024)
by: Lin, Hangyu, et al.
Published: (2024)
AIR: Analytic Imbalance Rectifier for Continual Learning
by: Fang, Di, et al.
Published: (2024)
by: Fang, Di, et al.
Published: (2024)
Analytic Convolutional Layer: A Step to Analytic Neural Network
by: Cui, Jingmao, et al.
Published: (2024)
by: Cui, Jingmao, et al.
Published: (2024)
Similar Items
-
Open-World Continual Learning: Unifying Novelty Detection and Continual Learning
by: Kim, Gyuhak, et al.
Published: (2023) -
Continual Learning Using a Kernel-Based Method Over Foundation Models
by: Momeni, Saleh, et al.
Published: (2024) -
Achieving Upper Bound Accuracy of Joint Training in Continual Learning
by: Momeni, Saleh, et al.
Published: (2025) -
MRI-Based Brain Age Estimation with Supervised Contrastive Learning of Continuous Representation
by: Crête, Simon Joseph Clément, et al.
Published: (2025) -
Generalization Bounds for Robust Contrastive Learning: From Theory to Practice
by: Tran, Ngoc N., et al.
Published: (2023)