Neural Prompt Search

9 June 2022

Ziwei Liu

Papers citing "Neural Prompt Search"

50 / 107 papers shown

Title
MoSA: Mixture of Sparse Adapters for Visual Efficient Tuning Qizhe Zhang Bocheng Zou Ruichuan An Jiaming Liu Shanghang Zhang MoE 20 2 0 05 Dec 2023
Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective Can Jin Tianjin Huang Yihua Zhang Mykola Pechenizkiy Sijia Liu Shiwei Liu Tianlong Chen VLM 18 26 0 03 Dec 2023
Efficient Stitchable Task Adaptation Haoyu He Zizheng Pan Jing Liu Jianfei Cai Bohan Zhuang 24 3 0 29 Nov 2023
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization Weiyang Liu Zeju Qiu Yao Feng Yuliang Xiu Yuxuan Xue ... Songyou Peng Yandong Wen Michael J. Black Adrian Weller Bernhard Schölkopf 48 56 0 10 Nov 2023
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone Zeyinzi Jiang Chaojie Mao Ziyuan Huang Ao Ma Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 22 15 0 30 Oct 2023
Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing Wei Dong Dawei Yan Zhijun Lin Peng Wang 11 21 0 10 Oct 2023
Hierarchical Side-Tuning for Vision Transformers Weifeng Lin Ziheng Wu Wentao Yang Mingxin Huang Jun Huang Lianwen Jin 21 8 0 09 Oct 2023
Selective Feature Adapter for Dense Vision Transformers XueQing Deng Qi Fan Xiaojie Jin Linjie Yang Peng Wang 13 0 0 03 Oct 2023
ZeroI2V: Zero-Cost Adaptation of Pre-trained Transformers from Image to Video Xinhao Li Yuhan Zhu Limin Wang VLM 27 8 0 02 Oct 2023
Can Pre-trained Networks Detect Familiar Out-of-Distribution Data? Atsuyuki Miyai Qing Yu Go Irie Kiyoharu Aizawa OODD 135 6 0 02 Oct 2023
Hydra: Multi-head Low-rank Adaptation for Parameter Efficient Fine-tuning Sanghyeon Kim Hyunmo Yang Younghyun Kim Youngjoon Hong Eunbyung Park AI4CE 18 16 0 13 Sep 2023
Dynamic Visual Prompt Tuning for Parameter Efficient Transfer Learning Chunqing Ruan Hongjian Wang VLM VPVLM 21 1 0 12 Sep 2023
Local Distortion Aware Efficient Transformer Adaptation for Image Quality Assessment Kangmin Xu Liang Liao Jing Xiao Chaofeng Chen Haoning Wu Qiong Yan Weisi Lin ViT 13 5 0 23 Aug 2023
Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy Shibo Jie Haoqing Wang Zhiwei Deng 11 31 0 31 Jul 2023
Revisiting Implicit Models: Sparsity Trade-offs Capability in Weight-tied Model for Vision Tasks Haobo Song Soumajit Majumder Tao R. Lin VLM 18 0 0 16 Jul 2023
Self-regulating Prompts: Foundational Model Adaptation without Forgetting Muhammad Uzair Khattak Syed Talal Wasim Muzammal Naseer Salman Khan Ming Yang F. Khan VLM 23 165 0 13 Jul 2023
Neural Fine-Tuning Search for Few-Shot Learning Panagiotis Eustratiadis L. Dudziak Da Li Timothy M. Hospedales 23 3 0 15 Jun 2023
One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning Arnav Chavan Zhuang Liu D. K. Gupta Eric P. Xing Zhiqiang Shen 25 87 0 13 Jun 2023
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification Jintao Rong Hao Chen Tianrun Chen Linlin Ou Xinyi Yu Yifan Liu VLM VPVLM 13 6 0 04 Jun 2023
Do We Really Need a Large Number of Visual Prompts? Youngeun Kim Yuhang Li Abhishek Moitra Ruokai Yin Priyadarshini Panda VLM VPVLM 34 5 0 26 May 2023
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks Wen Wang Zhe Chen Xiaokang Chen Jiannan Wu Xizhou Zhu ... Ping Luo Tong Lu Jie Zhou Yu Qiao Jifeng Dai MLLM VLM 33 454 0 18 May 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 39 38 0 10 May 2023
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment Zhen Zhang Jialu Wang X. Wang VLM 21 2 0 02 May 2023
Consolidator: Mergeable Adapter with Grouped Connections for Visual Adaptation Tianxiang Hao Hui Chen Yuchen Guo Guiguang Ding 42 16 0 30 Apr 2023
PVP: Pre-trained Visual Parameter-Efficient Tuning Zhao-quan Song Ke Yang Naiyang Guan Junjie Zhu Peng Qiao Qingyong Hu VPVLM VLM 27 3 0 26 Apr 2023
Hint-Aug: Drawing Hints from Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning Zhongzhi Yu Shang Wu Y. Fu Shunyao Zhang Yingyan Lin 23 6 0 25 Apr 2023
TransHP: Image Classification with Hierarchical Prompting Wenhao Wang Yifan Sun W. Li Yi Yang 19 16 0 13 Apr 2023
SPeC: A Soft Prompt-Based Calibration on Performance Variability of Large Language Model in Clinical Notes Summarization Yu-Neng Chuang Ruixiang Tang Xiaoqian Jiang Xia Hu LM&MA 19 18 0 23 Mar 2023
Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning Haoyu He Jianfei Cai Jing Zhang Dacheng Tao Bohan Zhuang VPVLM 6 50 0 15 Mar 2023
SegPrompt: Using Segmentation Map as a Better Prompt to Finetune Deep Models for Kidney Stone Classification Wei-wei Zhu Runtao Zhou Yao Yuan Campbell Timothy Rajat Jain Jiebo Luo MedIm 22 5 0 15 Mar 2023
Revisit Parameter-Efficient Transfer Learning: A Two-Stage Paradigm Hengyuan Zhao Hao Luo Yuyang Zhao Pichao Wang F. Wang Mike Zheng Shou 15 5 0 14 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need Da-Wei Zhou Han-Jia Ye De-Chuan Zhan Ziwei Liu CLL 28 99 0 13 Mar 2023
ViM: Vision Middleware for Unified Downstream Transferring Yutong Feng Biao Gong Jianwen Jiang Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 14 1 0 13 Mar 2023
Rethinking Visual Prompt Learning as Masked Visual Token Modeling Ning Liao Bowen Shi Xiaopeng Zhang Min Cao Junchi Yan Qi Tian VLM 26 7 0 09 Mar 2023
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks Xiaoping Han Xiatian Zhu Licheng Yu Li Zhang Yi-Zhe Song Tao Xiang VLM 11 38 0 04 Mar 2023
Towards Efficient Visual Adaption via Structural Re-parameterization Gen Luo Minglang Huang Yiyi Zhou Xiaoshuai Sun Guannan Jiang Zhiyu Wang Rongrong Ji VLM VPVLM 8 77 0 16 Feb 2023
On the Efficacy of Differentially Private Few-shot Image Classification Marlon Tobaben Aliaksandra Shysheya J. Bronskill Andrew J. Paverd Shruti Tople Santiago Zanella Béguelin Richard E. Turner Antti Honkela 17 11 0 02 Feb 2023
What Makes Good Examples for Visual In-Context Learning? Yuanhan Zhang Kaiyang Zhou Ziwei Liu MLLM VPVLM VLM LRM 8 107 0 31 Jan 2023
iQuery: Instruments as Queries for Audio-Visual Sound Separation Jiaben Chen Renrui Zhang Dongze Lian Jiaqi Yang Ziyao Zeng Jianbo Shi 16 26 0 07 Dec 2022
Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning Cheng-Hao Tu Zheda Mai Wei-Lun Chao 24 42 0 06 Dec 2022
FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer Shibo Jie Zhi-Hong Deng 10 125 0 06 Dec 2022
Texts as Images in Prompt Tuning for Multi-Label Image Recognition Zixian Guo Bowen Dong Zhilong Ji Jinfeng Bai Yiwen Guo W. Zuo VLM VPVLM 25 57 0 23 Nov 2022
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models Cheng Ma Yang Liu Jiankang Deng Lingxi Xie Weiming Dong Changsheng Xu VLM VPVLM 26 43 0 04 Nov 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning Dongze Lian Daquan Zhou Jiashi Feng Xinchao Wang 34 247 0 17 Oct 2022
Unified Vision and Language Prompt Learning Yuhang Zang Wei Li Kaiyang Zhou Chen Huang Chen Change Loy VLM VPVLM 6 147 0 13 Oct 2022
MaPLe: Multi-modal Prompt Learning Muhammad Uzair Khattak H. Rasheed Muhammad Maaz Salman Khan F. Khan VPVLM VLM 186 528 0 06 Oct 2022
Towards a Unified View on Visual Parameter-Efficient Transfer Learning Bruce X. B. Yu Jianlong Chang Lin Liu Qi Tian Changan Chen VPVLM VLM 68 34 0 03 Oct 2022
Prompt Tuning with Soft Context Sharing for Vision-Language Models Kun Ding Ying Wang Pengzhang Liu Qiang Yu Hao Zhang Shiming Xiang Chunhong Pan VPVLM VLM 19 14 0 29 Aug 2022
Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model Yinghui Xing Qirui Wu De-Chun Cheng Shizhou Zhang Guoqiang Liang Peng Wang Yanning Zhang VLM VPVLM 52 51 0 17 Aug 2022
Convolutional Bypasses Are Better Vision Transformer Adapters Shibo Jie Zhi-Hong Deng VPVLM 10 129 0 14 Jul 2022