v1v2 (latest)

Parameter-Efficient Transfer Learning for NLP

2 February 2019

N. Houlsby

A. Giurgiu

Stanislaw Jastrzebski

Bruna Morrone

Quentin de Laroussilhe

Papers citing "Parameter-Efficient Transfer Learning for NLP"

50 / 2,860 papers shown

Title
GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation Sohyun Lee Yeho Kwon Lukas Hoyer Suha Kwak 83 0 0 03 Jun 2025
PoLAR: Polar-Decomposed Low-Rank Adapter Representation Kai Lion Liang Zhang Bingcong Li Niao He 62 0 0 03 Jun 2025
Pre-trained Vision-Language Models Assisted Noisy Partial Label Learning Qian-Wei Wang Yuqiu Xie Letian Zhang Zimo Liu Shu-Tao Xia VLM 28 0 0 03 Jun 2025
Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation Dingwei Chen Ziqiang Liu Feiteng Fang Chak Tou Leong Shiwen Ni A. Argha Hamid Alinejad-Rokny Min Yang Chengming Li KELM HILM 61 0 0 03 Jun 2025
The Future of Continual Learning in the Era of Foundation Models: Three Key Directions Jack Bell Luigi Quarantiello Eric Nuertey Coleman Lanpei Li Malio Li Mauro Madeddu Elia Piccoli Vincenzo Lomonaco KELM 45 0 0 03 Jun 2025
PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation Kunyu Wang Xueyang Fu Yunfei Bao Chengjie Ge Chengzhi Cao Wei-dong Zhai Zheng-jun Zha 85 0 0 03 Jun 2025
Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Zehao Wu Yanjie Zhao Haoyu Wang 77 0 0 02 Jun 2025
No Train Yet Gain: Towards Generic Multi-Object Tracking in Sports and Beyond Tomasz Stanczyk Seongro Yoon François Brémond 77 0 0 02 Jun 2025
PFMBench: Protein Foundation Model Benchmark Zhangyang Gao Hao Wang Cheng Tan Chenrui Xu Mengdi Liu Bozhen Hu Linlin Chao Xiaoming Zhang Stan Z. Li 27 0 0 01 Jun 2025
Taming LLMs by Scaling Learning Rates with Gradient Grouping Siyuan Li Juanxi Tian Zedong Wang Xin Jin Zicheng Liu Wentao Zhang Dan Xu 52 0 0 01 Jun 2025
Deontological Keyword Bias: The Impact of Modal Expressions on Normative Judgments of Language Models Bumjin Park Jinsil Lee Jaesik Choi 25 0 0 01 Jun 2025
Retrieval-Augmented Generation Systems for Intellectual Property via Synthetic Multi-Angle Fine-tuning Runtao Ren Jian Ma Jianxi Luo RALM 30 0 0 31 May 2025
Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Yeshwanth Venkatesha Souvik Kundu Priyadarshini Panda 33 1 0 31 May 2025
Prompt-Tuned LLM-Augmented DRL for Dynamic O-RAN Network Slicing Fatemeh Lotfi Hossein Rajoli Fatemeh Afghah 31 0 0 31 May 2025
Structuring Radiology Reports: Challenging LLMs with Lightweight Models Johannes Moll Louisa Fay Asfandyar Azhar Sophie Ostmeier Tim Lueth S. Gatidis Curtis P. Langlotz Jean-Benoit Delbrouck 18 0 0 30 May 2025
CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning Jiangpeng He Zhihao Duan Fengqing M Zhu CLL 33 1 0 30 May 2025
Improving Language and Modality Transfer in Translation by Character-level Modeling Ioannis Tsiamas David Dale Marta R. Costa-jussá 30 1 0 30 May 2025
Limited-Resource Adapters Are Regularizers, Not Linguists Marcell Richard Fekete Nathaniel R. Robinson Ernests Lavrinovics E. Djeride Jean-Baptiste Raj Dabre Johannes Bjerva Heather Lent 54 0 0 30 May 2025
On Fairness of Task Arithmetic: The Role of Task Vectors Hiroki Naganuma Kotaro Yoshida Laura Gomezjurado Gonzalez Takafumi Horie Yuji Naraki Ryotaro Shimizu MoMe 33 0 0 30 May 2025
Disentangled Safety Adapters Enable Efficient Guardrails and Flexible Inference-Time Alignment Kundan Krishna Joseph Y Cheng Charles Maalouf Leon A Gatys 39 0 0 30 May 2025
Minifinetuning: Low-Data Generation Domain Adaptation through Corrective Self-Distillation Peter Belcak Greg Heinrich Jan Kautz Pavlo Molchanov ALM 29 0 0 30 May 2025
LADA: Scalable Label-Specific CLIP Adapter for Continual Learning Mao-Lin Luo Zi-Hao Zhou Tong Wei Min-Ling Zhang VLM 65 0 0 29 May 2025
SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA Minrui Luo Fuhang Kuang Yu Wang Zirui Liu Tianxing He CLL 71 0 0 29 May 2025
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection Yixian Shen Qi Bi Jia-Hong Huang Hongyi Zhu Andy D. Pimentel Anuj Pathania 33 0 0 29 May 2025
MAP: Revisiting Weight Decomposition for Low-Rank Adaptation Chongjie Si Zhiyi Shi Yadao Wang Xiaokang Yang Susanto Rahardja Wei Shen 68 0 0 29 May 2025
Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics Shiwei Li Xiandi Luo Xing Tang Haozhao Wang Hao Chen Weihong Luo Yuhua Li Xiuqiang He Ruixuan Li AI4CE 58 0 0 29 May 2025
Budget-Adaptive Adapter Tuning in Orthogonal Subspaces for Continual Learning in LLMs Zhiyi Wan Wanrou Du Liang Li Miao Pan Xiaoqi Qin CLL 45 0 0 28 May 2025
Compressing Sine-Activated Low-Rank Adapters through Post-Training Quantization Cameron Gordon Yiping Ji Hemanth Saratchandran Paul Albert Simon Lucey MQ 65 0 0 28 May 2025
MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning Dacao Zhang Kun Zhang Shimao Chu Le Wu Xin Li Si Wei MoE ALM OffRL 43 0 0 28 May 2025
Permissioned LLMs: Enforcing Access Control in Large Language Models Bargav Jayaraman Virendra J. Marathe Hamid Mozaffari William F. Shen Krishnaram Kenthapadi 59 0 0 28 May 2025
On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation Liyao Tang Zhe Chen Dacheng Tao 3DPC 59 0 0 28 May 2025
Continual Learning Beyond Experience Rehearsal and Full Model Surrogates Prashant Shivaram Bhat Laurens Niesten Elahe Arani Bahram Zonooz CLL 30 0 0 28 May 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Dongyue Li Ziniu Zhang Lu Wang Hongyang R. Zhang 41 1 0 28 May 2025
Frugal Incremental Generative Modeling using Variational Autoencoders Victor Enescu Hichem Sahbi CLL 70 0 0 28 May 2025
Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments Marc Feger Katarina Boland Stefan Dietze 48 0 0 28 May 2025
Cross from Left to Right Brain: Adaptive Text Dreamer for Vision-and-Language Navigation P. Zhang Yifei Su Pengyuan Wu Dong An Li Zhang Zhigang Wang Dong Wang Yan Ding Bin Zhao Xuelong Li LM&Ro 90 0 0 27 May 2025
PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter Yaohua Zha Yanzi Wang Hang Guo Jinpeng Wang Tao Dai Bin Chen Zhihao Ouyang Xue Yuerong Ke Chen Shu-Tao Xia 104 1 0 27 May 2025
LoFT: Low-Rank Adaptation That Behaves Like Full Fine-Tuning Nurbek Tastan Stefanos Laskaridis Martin Takáč Karthik Nandakumar Samuel Horváth AI4CE 89 0 0 27 May 2025
Improved Representation Steering for Language Models Zhengxuan Wu Qinan Yu Aryaman Arora Christopher D. Manning Christopher Potts LLMSV 81 0 0 27 May 2025
SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation Claudia Cuttano Gabriele Trivigno Giuseppe Averta Carlo Masone VLM 29 0 0 27 May 2025
DenseLoRA: Dense Low-Rank Adaptation of Large Language Models Lin Mu Xiaoyu Wang Li Ni Yang Li Zhize Wu Peiquan Jin Yiwen Zhang ALM AI4CE 43 0 0 27 May 2025
Parameter-Efficient Fine-Tuning with Column Space Projection Junseo Hwang Wonguk Cho Taesup Kim 50 0 0 26 May 2025
ETS: Open Vocabulary Electroencephalography-To-Text Decoding and Sentiment Classification Mohamed Masry Mohamed Amen Mohamed Elzyat Mohamed Hamed Norhan Magdy Maram Khaled 22 0 0 26 May 2025
SCIRGC: Multi-Granularity Citation Recommendation and Citation Sentence Preference Alignment Xiangyu Li Jingqiang Chen 3DV 68 0 0 26 May 2025
APE: Selective Fine-tuning with Acceptance Criteria for Language Model Adaptation Javier Marín 57 0 0 26 May 2025
Mixture of LoRA Experts for Low-Resourced Multi-Accent Automatic Speech Recognition Raphaël Bagat Irina Illina Emmanuel Vincent 27 0 0 26 May 2025
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning Thang Nguyen Peter Chin Yu-Wing Tai LRM 85 1 0 26 May 2025
GraLoRA: Granular Low-Rank Adaptation for Parameter-Efficient Fine-Tuning Yeonjoon Jung Daehyun Ahn Hyungjun Kim Taesu Kim Eunhyeok Park 63 0 0 26 May 2025
Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating Yiyun Zhou Zheqi Lv Shengyu Zhang Jingyuan Chen OffRL KELM 209 4 0 26 May 2025
Estimating Online Influence Needs Causal Modeling! Counterfactual Analysis of Social Media Engagement Lin Tian Marian-Andrei Rizoiu CML 29 0 0 25 May 2025