Neural Prompt Search

9 June 2022

Ziwei Liu

Papers citing "Neural Prompt Search"

50 / 107 papers shown

Title
DUKAE: DUal-level Knowledge Accumulation and Ensemble for Pre-Trained Model-Based Continual Learning Songze Li Tonghua Su Xu-Yao Zhang Qixing Xu Zhongjie Wang CLL 31 0 0 09 Apr 2025
Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection Nasar Iqbal Niki Martinel Mamba 48 0 0 04 Apr 2025
Faster Parameter-Efficient Tuning with Token Redundancy Reduction Kwonyoung Kim Jungin Park Jin-Hwa Kim Hyeongjun Kwon Kwanghoon Sohn 62 0 0 26 Mar 2025
APLA: A Simple Adaptation Method for Vision Transformers Moein Sorkhei Emir Konuk Kevin Smith Christos Matsoukas 53 0 0 14 Mar 2025
Iterative Prompt Relocation for Distribution-Adaptive Visual Prompt Tuning Chikai Shang Mengke Li Yiqun Zhang Zhen Chen Jinlin Wu Fangqing Gu Yang Lu Yiu-ming Cheung VLM 66 0 0 10 Mar 2025
Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model Wenke Huang Jian Liang Xianda Guo Yiyang Fang Guancheng Wan ... Bin Yang He Li Jiawei Shao Mang Ye Bo Du OffRL LRM MLLM KELM VLM 63 1 0 06 Mar 2025
NEAT: Nonlinear Parameter-efficient Adaptation of Pre-trained Models Yibo Zhong Haoxiang Jiang Lincan Li Ryumei Nakada Tianci Liu Linjun Zhang Huaxiu Yao Haoyu Wang 75 2 0 24 Feb 2025
KARST: Multi-Kernel Kronecker Adaptation with Re-Scaling Transmission for Visual Classification Yue Zhu Haiwen Diao Shang Gao Long Chen Huchuan Lu 77 0 0 10 Feb 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 37 7 0 23 Jan 2025
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning Hanwen Zhong Jiaxin Chen Yutong Zhang Di Huang Yunhong Wang MoE 42 0 0 12 Jan 2025
PETALface: Parameter Efficient Transfer Learning for Low-resolution Face Recognition Kartik Narayan Nithin Gopalakrishnan Nair Jennifer Xu Rama Chellappa Vishal M. Patel CVBM CLL 65 1 0 10 Dec 2024
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba Masakazu Yoshimura Teruaki Hayashi Yota Maeda Mamba 72 2 0 06 Nov 2024
Expanding Sparse Tuning for Low Memory Usage Shufan Shen Junshu Sun Xiangyang Ji Qingming Huang Shuhui Wang 30 0 0 04 Nov 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies L. Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 44 3 0 24 Oct 2024
Towards Optimal Adapter Placement for Efficient Transfer Learning Aleksandra I. Nowak Otniel-Bogdan Mercea Anurag Arnab Jonas Pfeiffer Yann N. Dauphin Utku Evci 23 0 0 21 Oct 2024
Tree of Attributes Prompt Learning for Vision-Language Models Tong Ding Wanhua Li Zhongqi Miao Hanspeter Pfister VLM 52 1 0 15 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 21 0 0 13 Oct 2024
TuneVLSeg: Prompt Tuning Benchmark for Vision-Language Segmentation Models Rabin Adhikari Safal Thapaliya Manish Dhakal Bishesh Khanal MLLM VLM 28 0 0 07 Oct 2024
Implicit to Explicit Entropy Regularization: Benchmarking ViT Fine-tuning under Noisy Labels Maria Marrium Arif Mahmood Mohammed Bennamoun NoLa AAML 21 0 0 05 Oct 2024
Pear: Pruning and Sharing Adapters in Visual Parameter-Efficient Fine-Tuning Yibo Zhong Yao Zhou 16 0 0 29 Sep 2024
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization Yao Ni Shan Zhang Piotr Koniusz 81 2 0 25 Sep 2024
Multiple-Exit Tuning: Towards Inference-Efficient Adaptation for Vision Transformer Zheng Liu Jinchao Zhu Nannan Li Gao Huang 27 0 0 21 Sep 2024
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval Leqi Shen Tianxiang Hao Tao He Sicheng Zhao Pengzhang Liu Yongjun Bao Guiguang Ding Guiguang Ding 88 7 0 02 Sep 2024
CVPT: Cross-Attention help Visual Prompt Tuning adapt visual task Lingyun Huang Jianxu Mao Yaonan Wang Junfei Yi Ziming Tao VLM VPVLM 37 1 0 27 Aug 2024
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture Chenqi Kong Anwei Luo Peijun Bao Haoliang Li Renjie Wan Zengwei Zheng Anderson de Rezende Rocha Alex C. Kot AAML 29 3 0 23 Aug 2024
Token Compensator: Altering Inference Cost of Vision Transformer without Re-Tuning Shibo Jie Yehui Tang Jianyuan Guo Zhi-Hong Deng Kai Han Yunhe Wang VLM 23 2 0 13 Aug 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai Jingkang Yang Jingyang Zhang Yifei Ming Sisir Dhakal ... Yixuan Li Hai Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 36 9 0 31 Jul 2024
Enhancing Model Performance: Another Approach to Vision-Language Instruction Tuning Vedanshu M. M. Tripathi Bhavnesh Jaint MLLM VLM 32 0 0 25 Jul 2024
Dyn-Adapter: Towards Disentangled Representation for Efficient Visual Recognition Yurong Zhang Honghao Chen Xinyu Zhang Xiangxiang Chu Li Song 38 1 0 19 Jul 2024
Quantized Prompt for Efficient Generalization of Vision-Language Models Tianxiang Hao Xiaohan Ding Juexiao Feng Yuhong Yang Hui Chen Guiguang Ding VLM MQ 22 5 0 15 Jul 2024
Parameter-Efficient and Memory-Efficient Tuning for Vision Transformer: A Disentangled Approach Taolin Zhang Jiawang Bai Zhihe Lu Dongze Lian Genping Wang Xinchao Wang Shu-Tao Xia 18 4 0 09 Jul 2024
Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning Haobo Song Hao Zhao Soumajit Majumder Tao Lin 23 3 0 01 Jul 2024
Adapters Strike Back Jan-Martin O. Steitz Stefan Roth 22 5 0 10 Jun 2024
Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision Minglei Li Peng Ye Yongqi Huang Lin Zhang Tao Chen Tong He Jiayuan Fan Wanli Ouyang MoE 22 4 0 05 Jun 2024
MLAE: Masked LoRA Experts for Parameter-Efficient Fine-Tuning Junjie Wang Guangjing Yang Wentao Chen Huahui Yi Xiaohu Wu Qicheng Lao MoE ALM 32 0 0 29 May 2024
Sparse-Tuning: Adapting Vision Transformers with Efficient Fine-tuning and Inference Ting Liu Xuyang Liu Liangtao Shi Zunnan Xu Siteng Huang Yi Xin Quanjun Yin 41 5 0 23 May 2024
Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning Shibo Jie Yehui Tang Ning Ding Zhi-Hong Deng Kai Han Yunhe Wang VLM 33 6 0 09 May 2024
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models Yifei Ming Yixuan Li VLM 23 7 0 02 May 2024
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection Chenqi Kong Anwei Luo Song Xia Yi Yu Haoliang Li Zengwei Zheng Shiqi Wang Alex C. Kot MoE 31 5 0 12 Apr 2024
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation Wangbo Zhao Jiasheng Tang Yizeng Han Yibing Song Kai Wang Gao Huang F. Wang Yang You 35 11 0 18 Mar 2024
Compositional Kronecker Context Optimization for Vision-Language Models Kun Ding Xiaohui Li Qiang Yu Ying Wang Haojian Zhang Shiming Xiang VLM 26 0 0 18 Mar 2024
PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient Task Adaptation Yizhe Xiong Hui Chen Tianxiang Hao Zijia Lin Jungong Han Yuesong Zhang Guoxin Wang Yongjun Bao Guiguang Ding 43 16 0 14 Mar 2024
AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors Kaishen Yuan Zitong Yu Xin Liu Weicheng Xie Huanjing Yue Jingyu Yang ViT 26 12 0 07 Mar 2024
One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models Lin Li Haoyan Guan Jianing Qiu Michael W. Spratling AAML VLM VPVLM 31 21 0 04 Mar 2024
Time-, Memory- and Parameter-Efficient Visual Adaptation Otniel-Bogdan Mercea Alexey Gritsenko Cordelia Schmid Anurag Arnab VLM 35 13 0 05 Feb 2024
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey Yi Xin Jianjiang Yang Haodi Zhou Junlong Du Junlong Du Yue Fan Qing Li Qing Li Yuntao Du VLM 59 74 0 03 Feb 2024
Res-Attn : An Enhanced Res-Tuning Approach with Lightweight Attention Mechanism Chaojie Mao Zeyinzi Jiang 14 0 0 28 Dec 2023
Understanding the Multi-modal Prompts of the Pre-trained Vision-Language Model Shuailei Ma Chen-Wei Xie Ying-yu Wei Siyang Sun Jiaqi Fan Xiaoyi Bao Yuxin Guo Yun Zheng VLM VPVLM 17 2 0 18 Dec 2023
GIST: Improving Parameter Efficient Fine Tuning via Knowledge Interaction Jiacheng Ruan Jingsheng Gao Mingye Xie Suncheng Xiang Zefang Yu Ting Liu Yuzhuo Fu MoE 40 4 0 12 Dec 2023
Initialization Matters for Adversarial Transfer Learning Andong Hua Jindong Gu Zhiyu Xue Nicholas Carlini Eric Wong Yao Qin AAML 17 6 0 10 Dec 2023