conftrace_

parameter-efficient fine-tuning

736 papers

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Also known as

PEFT

Co-occurring keywords

low-rank adaptation (560) large language model (13587) model compression (3302) transfer learning (5449) parameter efficient fine-tuning (168) knowledge distillation (3725) few-shot learning (3398) domain adaptation (4595) vision-language model (2348) language model (4599)

Papers

Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness CVPR 2025
LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models CVPR 2025
Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025
IterIS: Iterative Inference-Solving Alignment for LoRA Merging CVPR 2025
AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation CVPR 2025
Fine-grained Adaptive Visual Prompt for Generative Medical Visual Question Answering AAAI 2025
RACAI at SemEval-2025 Task 7: Efficient adaptation of Large Language Models for Multilingual and Crosslingual Fact-Checked Claim Retrieval ACL 2025
Introducing Graph Context into Language Models through Parameter-Efficient Fine-Tuning for Lexical Relation Mining ACL 2025
TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition ACL 2025
Flipping Knowledge Distillation: Leveraging Small Models’ Expertise to Enhance LLMs in Text Matching ACL 2025
One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025
Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs ACL 2025
Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025
Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ACL 2025
Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need CVPR 2025
Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation CVPR 2025
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations CVPR 2025
Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation CVPR 2025
Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA EMNLP 2025
Investigating ReLoRA: Effects on the Learning Dynamics of Small Language Models EMNLP 2025
Entity Tracking in Small Language Models: An Attention-Based Study of Parameter-Efficient Fine-Tuning EMNLP 2025
Conditions for Catastrophic Forgetting in Multilingual Translation EMNLP 2025
Zero-Shot Cross-Lingual Transfer using Prefix-Based Adaptation EMNLP 2025
Hierarchical Attention Adapter for Abstractive Dialogue Summarization EMNLP 2025
Injecting Frame Semantics into Large Language Models via Prompt-Based Fine-Tuning EMNLP 2025