conftrace_

parameter-efficient tuning

156 papers

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Also known as

PET PETUNING

Co-occurring keywords

large language model (13587) transfer learning (5449) prompt tuning (391) few-shot learning (3398) parameter-efficient fine-tuning (736) model compression (3302) low-rank adaptation (560) vision-language model (2348) pretrained language model (1030) language model (4599)

Papers

GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models NAACL 2024
Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper INTERSPEECH 2024
Mixture-of-LoRAs: An Efficient Multitask Tuning Method for Large Language Models COLING 2024
CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment ACL 2024
LaViP: Language-Grounded Visual Prompting AAAI 2024
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NIPS 2024
FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models NIPS 2024
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages ACL 2024
Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer CVPR 2024
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL 2024
CaMML: Context-Aware Multimodal Learner for Large Models ACL 2024
Self-Prompt Mechanism for Few-Shot Image Recognition AAAI 2024
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis NIPS 2024
CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning WACV 2024
Parameter-efficient Tuning of Large-scale Multimodal Foundation Model NIPS 2023
$\pi$-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation ICML 2023
Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy ICCV 2023
VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control ICCV 2023
Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-Trained Vision-Language Models ICCV 2023
A Unified Continual Learning Framework with General Parameter-Efficient Tuning ICCV 2023
A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning ACL 2023
Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning ACL 2023
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ACL 2023
Residual Prompt Tuning: improving prompt tuning with residual reparameterization ACL 2023
Parameter-efficient Tuning for Large Language Model without Calculating Its Gradients EMNLP 2023