parameter-efficient fine-tuning

Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning AAAI 2024 Stronger Fewer & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024 Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning NeurIPS 2024 StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements EMNLP 2024 SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors NeurIPS 2024 Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning NAACL 2024 TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models ICLR 2024 TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages EACL 2024 Thinking Forward: Memory-Efficient Federated Finetuning of Language Models NeurIPS 2024 Time Sensitive Knowledge Editing through Efficient Finetuning ACL 2024 Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization? NAACL 2024 TL-CL: Task And Language Incremental Continual Learning EMNLP 2024 Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks EMNLP 2024 Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning ACL 2024 Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NeurIPS 2024 TueCICL at SemEval-2024 Task 8: Resource-efficient approaches for machine-generated text detection SemEval 2024 TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks NeurIPS 2024 Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning ICLR 2024 Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning ICLR 2024 Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation NAACL 2024 Unsupervised Human Preference Learning EMNLP 2024 Unveiling LoRA Intrinsic Ranks via Salience Analysis NeurIPS 2024 Updating CLIP to Prefer Descriptions Over Captions EMNLP 2024 VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks NeurIPS 2024 VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections NeurIPS 2024