conftrace_

low-rank adaptation

560 papers

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Also known as

LRA LORA

Co-occurring keywords

parameter-efficient fine-tuning (736) large language model (13587) model compression (3302) parameter efficient fine-tuning (168) diffusion model (3751) mixture of expert (640) transfer learning (5449) knowledge distillation (3725) catastrophic forgetting (958) multi-task learning (2575)

Papers

One-Step Specular Highlight Removal with Adapted Diffusion Models ICCV 2025
Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation ICCV 2025
DAViD: Modeling Dynamic Affordance of 3D Objects Using Pre-trained Video Diffusion Models ICCV 2025
Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models ICCV 2025
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025
Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation ICCV 2025
AlignGuard: Scalable Safety Alignment for Text-to-Image Generation ICCV 2025
Dynamic Operator Optimization for Efficient Multi-Tenant LoRA Model Serving AAAI 2025
A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter AAAI 2025
Towards Robust and Efficient Federated Low-Rank Adaptation with Heterogeneous Clients ACL 2025
FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Large Language Models ACL 2025
BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025
Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models ACL 2025
Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation ACL 2025
FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference ACL 2025
MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning ACL 2025
Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA ACL 2025
Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps ACL 2025
Progressive LoRA for Multimodal Continual Instruction Tuning ACL 2025
SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning ACL 2025
P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts ACL 2025
LoRMA: Low-Rank Multiplicative Adaptation for LLMs ACL 2025
Measuring What Matters: Evaluating Ensemble LLMs with Label Refinement in Inductive Coding ACL 2025
CoLA: Collaborative Low-Rank Adaptation ACL 2025
Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning ACL 2025