Large Model for Small Data: Foundation Model for Cross-Modal RF Human Activity Recognition

13 October 2024

Papers citing "Large Model for Small Data: Foundation Model for Cross-Modal RF Human Activity Recognition"

24 / 24 papers shown

Title
Talk is Not Always Cheap: Promoting Wireless Sensing Models with Text Prompts Zhenkui Yang Z. Huang Ge Wang H. Ding Tony Xiao Han Fei Wang 75 0 0 20 Apr 2025
Self-Adapting Large Visual-Language Models to Edge Devices across Visual Modalities Kaiwen Cai Zhekai Duan Gaowen Liu Charles Fleming Chris Xiaoxuan Lu VLM 69 4 0 07 Mar 2024
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 185 723 0 14 Nov 2022
Cross Vision-RF Gait Re-identification with Low-cost RGB-D Cameras and mmWave Radars Dongjiang Cao Ruofeng Liu Hao Li Shuai Wang Wenchao Jiang Chris Xiaoxuan Lu 51 34 0 16 Jul 2022
Delving into the Openness of CLIP Shuhuai Ren Lei Li Xuancheng Ren Guangxiang Zhao Xu Sun VLM 58 13 0 04 Jun 2022
Simple Open-Vocabulary Object Detection with Vision Transformers Matthias Minderer A. Gritsenko Austin Stone Maxim Neumann Dirk Weissenborn ... Zhuoran Shen Tianlin Li Xiaohua Zhai Thomas Kipf N. Houlsby ObjD CLIP VLM ViT OCL 94 314 0 12 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 413 6,908 0 13 Apr 2022
Pointillism: Accurate 3D bounding box estimation with multi-radars Kshitiz Bansal Keshav Rungta Siyuan Zhu Dinesh Bharadia 50 63 0 08 Mar 2022
MoRe-Fi: Motion-robust and Fine-grained Respiration Monitoring via Deep-Learning UWB Radar Tianyue Zheng Zhe Chen Shujie Zhang Chao Cai Jun Luo 72 99 0 16 Nov 2021
Tesla-Rapture: A Lightweight Gesture Recognition System from mmWave Radar Point Clouds Dariush Salami Ramin Hasibi Sameera Palipana P. Popovski T. Michoel S. Sigg 23 49 0 14 Sep 2021
Robust fine-tuning of zero-shot models Mitchell Wortsman Gabriel Ilharco Jong Wook Kim Mike Li Simon Kornblith ... Raphael Gontijo-Lopes Hannaneh Hajishirzi Ali Farhadi Hongseok Namkoong Ludwig Schmidt VLM 154 736 0 04 Sep 2021
EarGate: Gait-based User Identification with In-ear Microphones Andrea Ferlini Dong Ma R. Harle Cecilia Mascolo 30 75 0 27 Aug 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 967 29,810 0 26 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 418 4,996 0 24 Feb 2021
Point Transformer Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 181 2,004 0 02 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 670 41,430 0 22 Oct 2020
In-Home Daily-Life Captioning Using Radio Signals Lijie Fan Tianhong Li Yuan. Yuan Dina Katabi 91 47 0 25 Aug 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 873 42,379 0 28 May 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 378 18,866 0 13 Feb 2020
Correlation Congruence for Knowledge Distillation Baoyun Peng Xiao Jin Jiaheng Liu Shunfeng Zhou Yichao Wu Yu Liu Dongsheng Li Zhaoning Zhang 94 513 0 03 Apr 2019
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 493 14,360 0 02 Dec 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,515 0 28 May 2015
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 235 6,041 0 26 Sep 2014
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 314 7,316 0 20 Dec 2013