BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models

18 June 2021

Papers citing "BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models"

50 / 819 papers shown

Title
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation Seokil Ham H. Kim Sangmin Woo Changick Kim Mamba 216 0 0 21 Nov 2024
FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training Philip Zmushko Aleksandr Beznosikov Martin Takáč Samuel Horváth 44 0 0 12 Nov 2024
Artificial Intelligence for Biomedical Video Generation Linyuan Li Jianing Qiu Anujit Saha Lin Li Poyuan Li Mengxian He Ziyu Guo Wu Yuan VGen 63 1 0 12 Nov 2024
PSELDNets: Pre-trained Neural Networks on Large-scale Synthetic Datasets for Sound Event Localization and Detection Jinbo Hu Yin Cao Ming Wu Fang Kang Feiran Yang Wenwu Wang Mark D. Plumbley J. Yang 33 0 0 10 Nov 2024
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation Ayan Sengupta Vaibhav Seth Arinjay Pathak Natraj Raman Sriram Gopalakrishnan Tanmoy Chakraborty BDL 30 2 0 07 Nov 2024
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba Masakazu Yoshimura Teruaki Hayashi Yota Maeda Mamba 100 2 0 06 Nov 2024
Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation Junchen Fu Xuri Ge Xin Xin Alexandros Karatzoglou Ioannis Arapakis Kaiwen Zheng Yongxin Ni J. Jose 23 2 0 05 Nov 2024
Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention Xingtai Lv Ning Ding Kaiyan Zhang Ermo Hua Ganqu Cui Bowen Zhou 42 1 0 04 Nov 2024
Parameter-Efficient Fine-Tuning of Large Language Models for Unit Test Generation: An Empirical Study André Storhaug Jingyue Li ALM 53 1 0 04 Nov 2024
Expanding Sparse Tuning for Low Memory Usage Shufan Shen Junshu Sun Xiangyang Ji Qingming Huang Shuhui Wang 50 0 0 04 Nov 2024
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models Junjiao Tian Chengyue Huang Z. Kira 44 1 0 03 Nov 2024
Bayesian-guided Label Mapping for Visual Reprogramming C. Cai Zesheng Ye Lei Feng Jianzhong Qi Feng Liu 36 2 0 31 Oct 2024
CleaR: Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning Yeachan Kim Junho Kim SangKeun Lee NoLa AAML 40 2 0 31 Oct 2024
Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation Wei Dong Yuan Sun Yiting Yang Xing Zhang Zhijun Lin Qingsen Yan H. Zhang Peng Wang Yang Yang Hengtao Shen 31 0 0 30 Oct 2024
Capacity Control is an Effective Memorization Mitigation Mechanism in Text-Conditional Diffusion Models Raman Dutt Pedro Sanchez Ondrej Bohdal Sotirios A. Tsaftaris Timothy M. Hospedales 34 1 0 29 Oct 2024
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models Hang Guo Yawei Li Tao Dai Shu-Tao Xia Luca Benini MQ 39 1 0 29 Oct 2024
NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks Yongchang Hao Yanshuai Cao Lili Mou MQ 36 2 0 28 Oct 2024
GeoLoRA: Geometric integration for parameter efficient fine-tuning Steffen Schotthöfer Emanuele Zangrando Gianluca Ceruti Francesco Tudisco J. Kusch AI4CE 31 1 0 24 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 49 3 0 24 Oct 2024
MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning Jingfan Zhang Yi Zhao Dan Chen Xing Tian Huanran Zheng Wei Zhu MoE 40 12 0 23 Oct 2024
ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning Zhiwei Hao Jianyuan Guo Li Shen Yong Luo Han Hu Yonggang Wen VLM 26 0 0 23 Oct 2024
PETAH: Parameter Efficient Task Adaptation for Hybrid Transformers in a resource-limited Context Maximilian Augustin Syed Shakib Sarwar Mostafa Elhoushi Sai Qian Zhang Yuecheng Li B. D. Salvo 28 0 0 23 Oct 2024
Cross-model Control: Improving Multiple Large Language Models in One-time Training Jiayi Wu Hao Sun Hengyi Cai Lixin Su S. Wang Dawei Yin Xiang Li Ming Gao MU 39 0 0 23 Oct 2024
Understanding Layer Significance in LLM Alignment Guangyuan Shi Zexin Lu Xiaoyu Dong Wenlong Zhang Xuanyu Zhang Yujie Feng Xiao-Ming Wu 58 2 0 23 Oct 2024
Towards Real Zero-Shot Camouflaged Object Segmentation without Camouflaged Annotations Cheng Lei Jie Fan Xinran Li Tianzhu Xiang Ao Li Ce Zhu Le Zhang 30 0 0 22 Oct 2024
GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric Learning Haiwen Diao Ying Zhang Shang Gao Jiawen Zhu Long Chen Huchuan Lu 34 4 0 20 Oct 2024
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model ZiDong Wang Zeyu Lu Di Huang Cai Zhou Wanli Ouyang and Lei Bai 76 3 0 17 Oct 2024
LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning Yiming Shi Jiwei Wei Yujia Wu Ran Ran Chengwei Sun Shiyuan He Yang Yang ALM 43 1 0 17 Oct 2024
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance Jiwan Hur Dong-Jae Lee Gyojin Han Jaehyun Choi Yunho Jeon Junmo Kim DiffM 35 0 0 17 Oct 2024
Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models Sajjad Ghiasvand Yifan Yang Zhiyu Xue Mahnoosh Alizadeh Zheng Zhang Ramtin Pedarsani FedML 38 3 0 16 Oct 2024
LoKO: Low-Rank Kalman Optimizer for Online Fine-Tuning of Large Models Hossein Abdi Mingfei Sun Andi Zhang Samuel Kaski Wei Pan 30 0 0 15 Oct 2024
Domain-Conditioned Transformer for Fully Test-time Adaptation Yushun Tang Shuoshuo Chen Jiyuan Jia Yi Zhang Zhihai He 27 2 0 14 Oct 2024
Is Parameter Collision Hindering Continual Learning in LLMs? Shuo Yang Kun-Peng Ning Yu-Yang Liu Jia-Yu Yao Yong-Hong Tian Yi-Bing Song Li Yuan MoMe CLL 24 3 0 14 Oct 2024
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates Md. Kowsher Tara Esmaeilbeig Chun-Nam Yu Mojtaba Soltanalian Niloofar Yousefi 32 0 0 14 Oct 2024
Understanding Robustness of Parameter-Efficient Tuning for Image Classification Jiacheng Ruan Xian Gao Suncheng Xiang Mingye Xie Ting Liu Yuzhuo Fu AAML VLM 26 0 0 13 Oct 2024
t-READi: Transformer-Powered Robust and Efficient Multimodal Inference for Autonomous Driving Pengfei Hu Yuhang Qian Tianyue Zheng Ang Li Zhe Chen Yue Gao Xiuzhen Cheng Jun Luo 26 0 0 13 Oct 2024
ELICIT: LLM Augmentation via External In-Context Capability Futing Wang Jianhao Yan Yue Zhang Tao Lin 44 0 0 12 Oct 2024
QEFT: Quantization for Efficient Fine-Tuning of LLMs Changhun Lee Jun-gyu Jin Younghyun Cho Eunhyeok Park MQ 45 1 0 11 Oct 2024
Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning Nusrat Jahan Prottasha Asif Mahmud Md. Shohanur Islam Sobuj Prakash Bhat Md. Kowsher Niloofar Yousefi O. Garibay 35 4 0 11 Oct 2024
Parameter-Efficient Fine-Tuning of State Space Models Kevin Galim Wonjun Kang Yuchen Zeng H. Koo Kangwook Lee 31 4 0 11 Oct 2024
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning Dingkang Liang Tianrui Feng Xin Zhou Yumeng Zhang Zhikang Zou Xiang Bai 31 5 0 10 Oct 2024
AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments Cheng Fang Sicong Liu Zimu Zhou Bin Guo Jiaqi Tang Ke Ma Zhiwen Yu TTA 39 1 0 10 Oct 2024
Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning Shuhe Wang Guoyin Wang Yucheng Wang Jiwei Li Eduard H. Hovy Chen Guo 37 4 0 10 Oct 2024
ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning Yu-Chen Lin Wei-Hua Li Jun-Cheng Chen Chu-Song Chen 35 1 0 10 Oct 2024
QuAILoRA: Quantization-Aware Initialization for LoRA Neal Lawton Aishwarya Padmakumar Judith Gaspers Jack FitzGerald Anoop Kumar Greg Ver Steeg Aram Galstyan MQ 36 0 0 09 Oct 2024
SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers V. Chekalina Anna Rudenko Gleb Mezentsev Alexander Mikhalev Alexander Panchenko Ivan Oseledets 18 0 0 09 Oct 2024
OD-Stega: LLM-Based Near-Imperceptible Steganography via Optimized Distributions Yu-Shin Huang Peter Just Krishna Narayanan Chao Tian 43 4 0 06 Oct 2024
Implicit to Explicit Entropy Regularization: Benchmarking ViT Fine-tuning under Noisy Labels Maria Marrium Arif Mahmood Mohammed Bennamoun NoLa AAML 36 0 0 05 Oct 2024
LoRTA: Low Rank Tensor Adaptation of Large Language Models Ignacio Hounie Charilaos I. Kanatsoulis Arnuv Tandon Alejandro Ribeiro 36 0 0 05 Oct 2024
Learning from Offline Foundation Features with Tensor Augmentations Emir Konuk Christos Matsoukas Moein Sorkhei Phitchapha Lertsiravaramet Kevin Smith OffRL 26 1 0 03 Oct 2024