Covariances for Free: Exploiting Mean Distributions for Training-free Federated Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Goswami, Dipam, Magistri, Simone, Wang, Kai, Twardowski, Bartłomiej, Bagdanov, Andrew D., van de Weijer, Joost |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
IsoCLIP: Decomposing CLIP Projectors for Efficient Intra-modal Alignment
by: Magistri, Simone, et al.
Published: (2026)
by: Magistri, Simone, et al.
Published: (2026)
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)
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)
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)
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)
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)
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)
Accurate and Efficient Low-Rank Model Merging in Core Space
by: Panariello, Aniello, et al.
Published: (2025)
by: Panariello, Aniello, 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)
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)
SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery
by: Caselli, Lorenzo, et al.
Published: (2026)
by: Caselli, Lorenzo, et al.
Published: (2026)
Query Drift Compensation: Enabling Compatibility in Continual Learning of Retrieval Embedding Models
by: Goswami, Dipam, et al.
Published: (2025)
by: Goswami, Dipam, 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)
No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces
by: Marczak, Daniel, et al.
Published: (2025)
by: Marczak, Daniel, et al.
Published: (2025)
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)
Training-free image inversion for one-step diffusion models
by: Wu, Tao, et al.
Published: (2026)
by: Wu, Tao, 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)
IterInv: Iterative Inversion for Pixel-Level T2I Models
by: Tang, Chuanming, et al.
Published: (2023)
by: Tang, Chuanming, et al.
Published: (2023)
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
by: Rypeść, Grzegorz, et al.
Published: (2024)
by: Rypeść, Grzegorz, 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)
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)
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)
Free-Lunch Color-Texture Disentanglement for Stylized Image Generation
by: Qin, Jiang, et al.
Published: (2025)
by: Qin, Jiang, et al.
Published: (2025)
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning
by: Liu, Xialei, et al.
Published: (2022)
by: Liu, Xialei, et al.
Published: (2022)
AViTMP: A Tracking-Specific Transformer for Single-Branch Visual Tracking
by: Tang, Chuanming, et al.
Published: (2023)
by: Tang, Chuanming, et al.
Published: (2023)
Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis
by: Hu, Taihang, et al.
Published: (2024)
by: Hu, Taihang, et al.
Published: (2024)
No MoCap Needed: Post-Training Motion Diffusion Models with Reinforcement Learning using Only Textual Prompts
by: Macaluso, Girolamo, et al.
Published: (2025)
by: Macaluso, Girolamo, et al.
Published: (2025)
Revisiting Supervision for Continual Representation Learning
by: Marczak, Daniel, et al.
Published: (2023)
by: Marczak, Daniel, et al.
Published: (2023)
LumiCtrl : Learning Illuminant Prompts for Lighting Control in Personalized Text-to-Image Models
by: Butt, Muhammad Atif, et al.
Published: (2025)
by: Butt, Muhammad Atif, et al.
Published: (2025)
Replay-free Online Continual Learning with Self-Supervised MultiPatches
by: Cignoni, Giacomo, et al.
Published: (2025)
by: Cignoni, Giacomo, et al.
Published: (2025)
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)
MagMax: Leveraging Model Merging for Seamless Continual Learning
by: Marczak, Daniel, et al.
Published: (2024)
by: Marczak, Daniel, et al.
Published: (2024)
Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection
by: Cygert, Sebastian, et al.
Published: (2024)
by: Cygert, Sebastian, et al.
Published: (2024)
Adversarial Concept Distillation for One-Step Diffusion Personalization
by: Yang, Yixiong, et al.
Published: (2025)
by: Yang, Yixiong, et al.
Published: (2025)
CLA: Latent Alignment for Online Continual Self-Supervised Learning
by: Cignoni, Giacomo, et al.
Published: (2025)
by: Cignoni, Giacomo, et al.
Published: (2025)
Training-Free Diffusion Priors for Text-to-Image Generation via Optimization-based Visual Inversion
by: Dell'Erba, Samuele, et al.
Published: (2025)
by: Dell'Erba, Samuele, et al.
Published: (2025)
Assessing Open-world Forgetting in Generative Image Model Customization
by: Laria, Héctor, et al.
Published: (2024)
by: Laria, Héctor, et al.
Published: (2024)
An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates
by: Soutif--Cormerais, Albin, et al.
Published: (2024)
by: Soutif--Cormerais, Albin, et al.
Published: (2024)
Similar Items
-
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning
by: Goswami, Dipam, et al.
Published: (2023) -
IsoCLIP: Decomposing CLIP Projectors for Efficient Intra-modal Alignment
by: Magistri, Simone, et al.
Published: (2026) -
Cross-Modal Prototype Alignment and Mixing for Training-Free Few-Shot Classification
by: Goswami, Dipam, et al.
Published: (2026) -
Exemplar-free Continual Representation Learning via Learnable Drift Compensation
by: Gomez-Villa, Alex, 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)