Deep Generative Continual Learning using Functional LoRA: FunLoRA
Fuente:
arXiv
Saved in:
| Main Authors: | Enescu, Victor, Sahbi, Hichem |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Frugal Incremental Generative Modeling using Variational Autoencoders
by: Enescu, Victor, et al.
Published: (2025)
by: Enescu, Victor, et al.
Published: (2025)
TAS-LoRA: Transformer Architecture Search with Mixture-of-LoRA Experts
by: Jeon, Jeimin, et al.
Published: (2026)
by: Jeon, Jeimin, et al.
Published: (2026)
CA-LoRA: Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation
by: Park, Minho, et al.
Published: (2025)
by: Park, Minho, et al.
Published: (2025)
Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization
by: Topal, Barış Batuhan, et al.
Published: (2025)
by: Topal, Barış Batuhan, et al.
Published: (2025)
Vision as LoRA
by: Wang, Han, et al.
Published: (2025)
by: Wang, Han, et al.
Published: (2025)
TC-LoRA: Temporally Modulated Conditional LoRA for Adaptive Diffusion Control
by: Cho, Minkyoung, et al.
Published: (2025)
by: Cho, Minkyoung, et al.
Published: (2025)
NP-LoRA: Null Space Projection for Subject-Style LoRA Fusion
by: Chen, Chuheng, et al.
Published: (2025)
by: Chen, Chuheng, et al.
Published: (2025)
LoRA in LoRA: Towards Parameter-Efficient Architecture Expansion for Continual Visual Instruction Tuning
by: Che, Chang, et al.
Published: (2025)
by: Che, Chang, et al.
Published: (2025)
LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion
by: Zhang, Yisu, et al.
Published: (2025)
by: Zhang, Yisu, et al.
Published: (2025)
LoRA of Change: Learning to Generate LoRA for the Editing Instruction from A Single Before-After Image Pair
by: Song, Xue, et al.
Published: (2024)
by: Song, Xue, et al.
Published: (2024)
ChimeraLoRA: Multi-Head LoRA-Guided Synthetic Datasets
by: Kim, Hoyoung, et al.
Published: (2026)
by: Kim, Hoyoung, et al.
Published: (2026)
Video2LoRA: Unified Semantic-Controlled Video Generation via Per-Reference-Video LoRA
by: Wu, Zexi, et al.
Published: (2026)
by: Wu, Zexi, et al.
Published: (2026)
LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement
by: Bian, Jieming, et al.
Published: (2024)
by: Bian, Jieming, et al.
Published: (2024)
ID-LoRA: Identity-Driven Audio-Video Personalization with In-Context LoRA
by: Dahan, Aviad, et al.
Published: (2026)
by: Dahan, Aviad, et al.
Published: (2026)
Deep LoRA-Unfolding Networks for Image Restoration
by: Wang, Xiangming, et al.
Published: (2026)
by: Wang, Xiangming, et al.
Published: (2026)
In-Context Meta LoRA Generation
by: Shao, Yihua, et al.
Published: (2025)
by: Shao, Yihua, et al.
Published: (2025)
ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer
by: Chen, Bolin, et al.
Published: (2025)
by: Chen, Bolin, et al.
Published: (2025)
AutoLoRA: Automatic LoRA Retrieval and Fine-Grained Gated Fusion for Text-to-Image Generation
by: Li, Zhiwen, et al.
Published: (2025)
by: Li, Zhiwen, et al.
Published: (2025)
LangVision-LoRA-NAS: Neural Architecture Search for Variable LoRA Rank in Vision Language Models
by: Chitty-Venkata, Krishna Teja, et al.
Published: (2025)
by: Chitty-Venkata, Krishna Teja, et al.
Published: (2025)
In-Context LoRA for Diffusion Transformers
by: Huang, Lianghua, et al.
Published: (2024)
by: Huang, Lianghua, et al.
Published: (2024)
LoRAtorio: An intrinsic approach to LoRA Skill Composition
by: Foteinopoulou, Niki, et al.
Published: (2025)
by: Foteinopoulou, Niki, et al.
Published: (2025)
LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution
by: Sullivan-Pao, Danielle, et al.
Published: (2025)
by: Sullivan-Pao, Danielle, et al.
Published: (2025)
Block-wise LoRA: Revisiting Fine-grained LoRA for Effective Personalization and Stylization in Text-to-Image Generation
by: Li, Likun, et al.
Published: (2024)
by: Li, Likun, et al.
Published: (2024)
LoRA-Edit: Controllable First-Frame-Guided Video Editing via Mask-Aware LoRA Fine-Tuning
by: Gao, Chenjian, et al.
Published: (2025)
by: Gao, Chenjian, et al.
Published: (2025)
PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning
by: Guo, Haiyang, et al.
Published: (2024)
by: Guo, Haiyang, et al.
Published: (2024)
FreeLoRA: Enabling Training-Free LoRA Fusion for Autoregressive Multi-Subject Personalization
by: Zheng, Peng, et al.
Published: (2025)
by: Zheng, Peng, et al.
Published: (2025)
LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning
by: Wang, Kaihong, et al.
Published: (2025)
by: Wang, Kaihong, et al.
Published: (2025)
StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data
by: Wang, Yixu, et al.
Published: (2025)
by: Wang, Yixu, et al.
Published: (2025)
OP-LoRA: The Blessing of Dimensionality
by: Teterwak, Piotr, et al.
Published: (2024)
by: Teterwak, Piotr, et al.
Published: (2024)
LoRA-Edge: Tensor-Train-Assisted LoRA for Practical CNN Fine-Tuning on Edge Devices
by: Kwak, Hyunseok, et al.
Published: (2025)
by: Kwak, Hyunseok, et al.
Published: (2025)
Implicit Style-Content Separation using B-LoRA
by: Frenkel, Yarden, et al.
Published: (2024)
by: Frenkel, Yarden, et al.
Published: (2024)
ACE-LoRA: Adaptive Orthogonal Decoupling for Continual Image Editing
by: Liu, Yuehao, et al.
Published: (2026)
by: Liu, Yuehao, et al.
Published: (2026)
LoRA-Based Continual Learning with Constraints on Critical Parameter Changes
by: Ling, Shimou, et al.
Published: (2025)
by: Ling, Shimou, et al.
Published: (2025)
LoFT: LoRA-fused Training Dataset Generation with Few-shot Guidance
by: Kim, Jae Myung, et al.
Published: (2025)
by: Kim, Jae Myung, et al.
Published: (2025)
DragLoRA: Online Optimization of LoRA Adapters for Drag-based Image Editing in Diffusion Model
by: Xia, Siwei, et al.
Published: (2025)
by: Xia, Siwei, et al.
Published: (2025)
Shared LoRA Subspaces for almost Strict Continual Learning
by: Kaushik, Prakhar, et al.
Published: (2026)
by: Kaushik, Prakhar, et al.
Published: (2026)
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs
by: Ouyang, Ziheng, et al.
Published: (2025)
by: Ouyang, Ziheng, et al.
Published: (2025)
Dataset Size Recovery from LoRA Weights
by: Salama, Mohammad, et al.
Published: (2024)
by: Salama, Mohammad, et al.
Published: (2024)
A LoRA is Worth a Thousand Pictures
by: Liu, Chenxi, et al.
Published: (2024)
by: Liu, Chenxi, et al.
Published: (2024)
Multimodal Instruction Tuning with Conditional Mixture of LoRA
by: Shen, Ying, et al.
Published: (2024)
by: Shen, Ying, et al.
Published: (2024)
Similar Items
-
Frugal Incremental Generative Modeling using Variational Autoencoders
by: Enescu, Victor, et al.
Published: (2025) -
TAS-LoRA: Transformer Architecture Search with Mixture-of-LoRA Experts
by: Jeon, Jeimin, et al.
Published: (2026) -
CA-LoRA: Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation
by: Park, Minho, et al.
Published: (2025) -
Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization
by: Topal, Barış Batuhan, et al.
Published: (2025) -
Vision as LoRA
by: Wang, Han, et al.
Published: (2025)