Cover Image

JumpLoRA: Sparse Adapters for Continual Learning in Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dragomir, Alexandra, Pintilie, Ioana, Barbalau, Antonio, Dragoi, Marius, Brad, Florin, Paduraru, Cristian Daniel, Tifrea, Alexandru, Burceanu, Elena, Ionescu, Radu Tudor
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Rethinking Sparse Autoencoders: Select-and-Project for Fairness and Control from Encoder Features Alone
by: Bărbălau, Antonio, et al.
Published: (2025)

Beyond Pass@k: Breadth-Depth Metrics for Reasoning Boundaries
by: Dragoi, Marius, et al.
Published: (2025)

CLewR: Curriculum Learning with Restarts for Machine Translation Preference Learning
by: Dragomir, Alexandra, et al.
Published: (2026)

C-ing Clearly: Enhanced Binary Code Explanations using C code
by: Poncu, Teodor, et al.
Published: (2025)

Closing the gap on tabular data with Fourier and Implicit Categorical Features
by: Dragoi, Marius, et al.
Published: (2026)

Bridging Explainability and Embeddings: BEE Aware of Spuriousness
by: Păduraru, Cristian Daniel, et al.
Published: (2024)

ChronoGraph: A Real-World Graph-Based Multivariate Time Series Dataset
by: Lutu, Adrian Catalin, et al.
Published: (2025)

Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline Results
by: Dumitriu, Andrei, et al.
Published: (2025)

Not All Splits Are Equal: Rethinking Attribute Generalization Across Unrelated Categories
by: Fircă, Liviu Nicolae, et al.
Published: (2025)

RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety
by: Dumitriu, Andrei, et al.
Published: (2025)

SegMate: Asymmetric Attention-Based Lightweight Architecture for Efficient Multi-Organ Segmentation
by: Bunea, Andrei-Alexandru, et al.
Published: (2026)

MOSLD-Bench: Multilingual Open-Set Learning and Discovery Benchmark for Text Categorization
by: Costache, Adriana-Valentina, et al.
Published: (2026)

Machine Unlearning in the Era of Quantum Machine Learning: An Empirical Study
by: Crivoi, Carla, et al.
Published: (2025)

Every Character Counts: From Vulnerability to Defense in Phishing Detection
by: Chiper, Maria, et al.
Published: (2025)

Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation
by: Hondru, Vlad, et al.
Published: (2023)

AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research
by: Apostu, Alexandru-Mihai, et al.
Published: (2025)

UnibucLLM: Harnessing LLMs for Automated Prediction of Item Difficulty and Response Time for Multiple-Choice Questions
by: Rogoz, Ana-Cristina, et al.
Published: (2024)

Convex quartic problems: homogenized gradient method and preconditioning
by: Dragomir, Radu-Alexandru, et al.
Published: (2023)

Towards Weight Distribution-Aware Polar Codes
by: Rowshan, Mohammad, et al.
Published: (2025)

Generalized Weight Structure of Polar Codes: Selected Template Polynomials
by: Rowshan, Mohammad, et al.
Published: (2026)

A Hybrid Reliability--Weight Framework for Construction of Polar Codes
by: Rowshan, Mohammad, et al.
Published: (2026)

On Weight Enumeration and Structure Characterization of Polar Codes via Group Actions
by: Dragoi, Vlad-Florin, et al.
Published: (2025)

Algebraic Properties of PAC Codes
by: Dragoi, Vlad-Florin, et al.
Published: (2026)

Inside Knowledge: Graph-based Path Generation with Explainable Data Augmentation and Curriculum Learning for Visual Indoor Navigation
by: Airinei, Daniel, et al.
Published: (2025)

S-LoRA: Serving Thousands of Concurrent LoRA Adapters
by: Sheng, Ying, et al.
Published: (2023)

Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets
by: Iordache, Adrian, et al.
Published: (2024)

Curriculum Multi-Task Self-Supervision Improves Lightweight Architectures for Onboard Satellite Hyperspectral Image Segmentation
by: Carlesso, Hugo, et al.
Published: (2025)

A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus
by: Poesina, Eduard, et al.
Published: (2024)

Fine-Tuning Regimes Define Distinct Continual Learning Problems
by: Iordache, Paul-Tiberiu, et al.
Published: (2026)

Text Classification Under Class Distribution Shift: A Survey
by: Costache, Adriana Valentina, et al.
Published: (2025)

MTL-MAD: Multi-Task Learners are Effective Medical Anomaly Detectors
by: Bercean, Bogdan Alexandru, et al.
Published: (2026)

VQPP: Video Query Performance Prediction Benchmark
by: Lutu, Adrian Catalin, et al.
Published: (2026)

PRNU-Bench: A Novel Benchmark and Model for PRNU-Based Camera Identification
by: Croitoru, Florinel Alin, et al.
Published: (2025)

Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text
by: Jarca, Andrei, et al.
Published: (2025)

RoDia: A New Dataset for Romanian Dialect Identification from Speech
by: Rotaru, Codrut, et al.
Published: (2023)

CBM: Curriculum by Masking
by: Jarca, Andrei, et al.
Published: (2024)

Cascaded Cross-Modal Transformer for Audio-Textual Classification
by: Ristea, Nicolae-Catalin, et al.
Published: (2024)

Moment matching based reduced closed-loop design to achieve asymptotic performance
by: Ionescu, Tudor C.
Published: (2024)

LoRACode: LoRA Adapters for Code Embeddings
by: Chaturvedi, Saumya, et al.
Published: (2025)

Curriculum-enhanced GroupDRO: Challenging the Norm of Avoiding Curriculum Learning in Subpopulation Shift Setups
by: Barbalau, Antonio
Published: (2024)