CLA: Latent Alignment for Online Continual Self-Supervised Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Cignoni, Giacomo, Cossu, Andrea, Gomez-Villa, Alexandra, van de Weijer, Joost, Carta, Antonio |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Replay-free Online Continual Learning with Self-Supervised MultiPatches
by: Cignoni, Giacomo, et al.
Published: (2025)
by: Cignoni, Giacomo, et al.
Published: (2025)
Preventing Latent Rehearsal Decay in Online Continual SSL with SOLAR
by: Cignoni, Giacomo, et al.
Published: (2026)
by: Cignoni, Giacomo, et al.
Published: (2026)
Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting
by: Liu, Yuyang, et al.
Published: (2025)
by: Liu, Yuyang, et al.
Published: (2025)
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning
by: Goswami, Dipam, et al.
Published: (2023)
by: Goswami, Dipam, et al.
Published: (2023)
Assessing Open-world Forgetting in Generative Image Model Customization
by: Laria, Héctor, et al.
Published: (2024)
by: Laria, Héctor, et al.
Published: (2024)
Exemplar-free Continual Representation Learning via Learnable Drift Compensation
by: Gomez-Villa, Alex, et al.
Published: (2024)
by: Gomez-Villa, Alex, et al.
Published: (2024)
IsoCLIP: Decomposing CLIP Projectors for Efficient Intra-modal Alignment
by: Magistri, Simone, et al.
Published: (2026)
by: Magistri, Simone, et al.
Published: (2026)
The Expanding Scope of the Stability Gap: Unveiling its Presence in Joint Incremental Learning of Homogeneous Tasks
by: Kamath, Sandesh, et al.
Published: (2024)
by: Kamath, Sandesh, et al.
Published: (2024)
On the importance of cross-task features for class-incremental learning
by: Soutif--Cormerais, Albin, et al.
Published: (2021)
by: Soutif--Cormerais, Albin, et al.
Published: (2021)
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models
by: Laria, Héctor, et al.
Published: (2025)
by: Laria, Héctor, et al.
Published: (2025)
Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning
by: Magistri, Simone, et al.
Published: (2024)
by: Magistri, Simone, et al.
Published: (2024)
Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers
by: Goswami, Dipam, et al.
Published: (2024)
by: Goswami, Dipam, et al.
Published: (2024)
Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation
by: Yan, HongWei, et al.
Published: (2024)
by: Yan, HongWei, et al.
Published: (2024)
Covariances for Free: Exploiting Mean Distributions for Training-free Federated Learning
by: Goswami, Dipam, et al.
Published: (2024)
by: Goswami, Dipam, et al.
Published: (2024)
Self-Supervised Learning by Curvature Alignment
by: Ghojogh, Benyamin, et al.
Published: (2025)
by: Ghojogh, Benyamin, et al.
Published: (2025)
Free-Lunch Color-Texture Disentanglement for Stylized Image Generation
by: Qin, Jiang, et al.
Published: (2025)
by: Qin, Jiang, et al.
Published: (2025)
Continual Learning: Applications and the Road Forward
by: Verwimp, Eli, et al.
Published: (2023)
by: Verwimp, Eli, et al.
Published: (2023)
Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models
by: Rota, Claudio, et al.
Published: (2023)
by: Rota, Claudio, et al.
Published: (2023)
IterInv: Iterative Inversion for Pixel-Level T2I Models
by: Tang, Chuanming, et al.
Published: (2023)
by: Tang, Chuanming, et al.
Published: (2023)
Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering
by: Marouf, Imad Eddine, et al.
Published: (2025)
by: Marouf, Imad Eddine, et al.
Published: (2025)
GenColorBench: A Color Evaluation Benchmark for Text-to-Image Generation Models
by: Butt, Muhammad Atif, et al.
Published: (2025)
by: Butt, Muhammad Atif, et al.
Published: (2025)
NumColor: Precise Numeric Color Control in Text-to-Image Generation
by: Butt, Muhammad Atif, et al.
Published: (2026)
by: Butt, Muhammad Atif, et al.
Published: (2026)
ColorPeel: Color Prompt Learning with Diffusion Models via Color and Shape Disentanglement
by: Butt, Muhammad Atif, et al.
Published: (2024)
by: Butt, Muhammad Atif, et al.
Published: (2024)
Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning
by: Goswami, Dipam, et al.
Published: (2024)
by: Goswami, Dipam, et al.
Published: (2024)
Multi-Class Textual-Inversion Secretly Yields a Semantic-Agnostic Classifier
by: Wang, Kai, et al.
Published: (2024)
by: Wang, Kai, et al.
Published: (2024)
LocInv: Localization-aware Inversion for Text-Guided Image Editing
by: Tang, Chuanming, et al.
Published: (2024)
by: Tang, Chuanming, et al.
Published: (2024)
Cross-Modal Prototype Alignment and Mixing for Training-Free Few-Shot Classification
by: Goswami, Dipam, et al.
Published: (2026)
by: Goswami, Dipam, et al.
Published: (2026)
Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning
by: Yu, Lu, et al.
Published: (2024)
by: Yu, Lu, et al.
Published: (2024)
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning
by: Liu, Wenzhuo, et al.
Published: (2024)
by: Liu, Wenzhuo, et al.
Published: (2024)
The Art of Deception: Color Visual Illusions and Diffusion Models
by: Gomez-Villa, Alex, et al.
Published: (2024)
by: Gomez-Villa, Alex, et al.
Published: (2024)
TimePoint: Accelerated Time Series Alignment via Self-Supervised Keypoint and Descriptor Learning
by: Weber, Ron Shapira, et al.
Published: (2025)
by: Weber, Ron Shapira, et al.
Published: (2025)
Robust Emotion Recognition via Bi-Level Self-Supervised Continual Learning
by: Ahmad, Adnan, et al.
Published: (2025)
by: Ahmad, Adnan, et al.
Published: (2025)
EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning
by: Magistri, Simone, et al.
Published: (2025)
by: Magistri, Simone, et al.
Published: (2025)
AViTMP: A Tracking-Specific Transformer for Single-Branch Visual Tracking
by: Tang, Chuanming, et al.
Published: (2023)
by: Tang, Chuanming, et al.
Published: (2023)
Variational Self-Supervised Learning
by: Yavuz, Mehmet Can, et al.
Published: (2025)
by: Yavuz, Mehmet Can, et al.
Published: (2025)
Revisiting Supervision for Continual Representation Learning
by: Marczak, Daniel, et al.
Published: (2023)
by: Marczak, Daniel, et al.
Published: (2023)
Learning to Predict Gradients for Semi-Supervised Continual Learning
by: Luo, Yan, et al.
Published: (2022)
by: Luo, Yan, et al.
Published: (2022)
Augmentations vs Algorithms: What Works in Self-Supervised Learning
by: Morningstar, Warren, et al.
Published: (2024)
by: Morningstar, Warren, et al.
Published: (2024)
Multi-Level Knowledge Distillation and Dynamic Self-Supervised Learning for Continual Learning
by: Kim, Taeheon, et al.
Published: (2025)
by: Kim, Taeheon, et al.
Published: (2025)
SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer
by: Rojas-Gomez, Renan A., et al.
Published: (2023)
by: Rojas-Gomez, Renan A., et al.
Published: (2023)
Similar Items
-
Replay-free Online Continual Learning with Self-Supervised MultiPatches
by: Cignoni, Giacomo, et al.
Published: (2025) -
Preventing Latent Rehearsal Decay in Online Continual SSL with SOLAR
by: Cignoni, Giacomo, et al.
Published: (2026) -
Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting
by: Liu, Yuyang, et al.
Published: (2025) -
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning
by: Goswami, Dipam, et al.
Published: (2023) -
Assessing Open-world Forgetting in Generative Image Model Customization
by: Laria, Héctor, et al.
Published: (2024)