Cover Image

SLAD : Shared LoRA Adapters for Task Specific Distillation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bensaid, Reda, Bendou, Yassir, Gripon, Vincent, Leduc-Primeau, François
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models
by: Bensaid, Reda, et al.
Published: (2024)

ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models
by: Bendou, Yassir, et al.
Published: (2025)

TensLoRA: Tensor Alternatives for Low-Rank Adaptation
by: Marmoret, Axel, et al.
Published: (2025)

Efficient Few-Shot Learning for Edge AI via Knowledge Distillation on MobileViT
by: Tsuyuki, Shuhei, et al.
Published: (2026)

MUKA: Multi Kernel Audio Adaptation Of Audio-Language Models
by: Bensaid, Reda, et al.
Published: (2026)

LLM meets Vision-Language Models for Zero-Shot One-Class Classification
by: Bendou, Yassir, et al.
Published: (2024)

DragLoRA: Online Optimization of LoRA Adapters for Drag-based Image Editing in Diffusion Model
by: Xia, Siwei, et al.
Published: (2025)

TAS-LoRA: Transformer Architecture Search with Mixture-of-LoRA Experts
by: Jeon, Jeimin, et al.
Published: (2026)

When LoRA Betrays: Backdooring Text-to-Image Models by Masquerading as Benign Adapters
by: Lyu, Liangwei, et al.
Published: (2026)

TC-LoRA: Temporally Modulated Conditional LoRA for Adaptive Diffusion Control
by: Cho, Minkyoung, et al.
Published: (2025)

NP-LoRA: Null Space Projection for Subject-Style LoRA Fusion
by: Chen, Chuheng, et al.
Published: (2025)

Vision as LoRA
by: Wang, Han, et al.
Published: (2025)

Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization
by: Topal, Barış Batuhan, et al.
Published: (2025)

CA-LoRA: Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation
by: Park, Minho, et al.
Published: (2025)

Task-Driven Subspace Decomposition for Knowledge Sharing and Isolation in LoRA-based Continual Learning
by: He, Lingfeng, et al.
Published: (2026)

LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters
by: Ahn, Beomjin, et al.
Published: (2026)

LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion
by: Zhang, Yisu, et al.
Published: (2025)

ChimeraLoRA: Multi-Head LoRA-Guided Synthetic Datasets
by: Kim, Hoyoung, et al.
Published: (2026)

Adaptive Shared Experts with LoRA-Based Mixture of Experts for Multi-Task Learning
by: Yang, Minghao, et al.
Published: (2025)

ID-LoRA: Identity-Driven Audio-Video Personalization with In-Context LoRA
by: Dahan, Aviad, et al.
Published: (2026)

LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement
by: Bian, Jieming, et al.
Published: (2024)

Separating Shared and Domain-Specific LoRAs for Multi-Domain Learning
by: Takama, Yusaku, et al.
Published: (2025)

Video2LoRA: Unified Semantic-Controlled Video Generation via Per-Reference-Video LoRA
by: Wu, Zexi, et al.
Published: (2026)

LangVision-LoRA-NAS: Neural Architecture Search for Variable LoRA Rank in Vision Language Models
by: Chitty-Venkata, Krishna Teja, et al.
Published: (2025)

Deep Generative Continual Learning using Functional LoRA: FunLoRA
by: Enescu, Victor, et al.
Published: (2025)

In-Context LoRA for Diffusion Transformers
by: Huang, Lianghua, et al.
Published: (2024)

DevFD: Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces
by: Zhang, Tianshuo, et al.
Published: (2025)

LoRAtorio: An intrinsic approach to LoRA Skill Composition
by: Foteinopoulou, Niki, et al.
Published: (2025)

MemLoRA: Distilling Expert Adapters for On-Device Memory Systems
by: Bini, Massimo, 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)

LoRA-Edit: Controllable First-Frame-Guided Video Editing via Mask-Aware LoRA Fine-Tuning
by: Gao, Chenjian, et al.
Published: (2025)

Shared LoRA Subspaces for almost Strict Continual Learning
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)

Few and Fewer: Learning Better from Few Examples Using Fewer Base Classes
by: Lafargue, Raphael, et al.
Published: (2024)

ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation
by: Shao, Yihua, et al.
Published: (2025)

Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE
by: Chen, Zeren, et al.
Published: (2023)

ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer
by: Chen, Bolin, et al.
Published: (2025)

LoRA in LoRA: Towards Parameter-Efficient Architecture Expansion for Continual Visual Instruction Tuning
by: Che, Chang, et al.
Published: (2025)

Deep LoRA-Unfolding Networks for Image Restoration
by: Wang, Xiangming, et al.
Published: (2026)

Dataset Size Recovery from LoRA Weights
by: Salama, Mohammad, et al.
Published: (2024)