SpotTune: Transfer Learning through Adaptive Fine-tuning

21 November 2018

Papers citing "SpotTune: Transfer Learning through Adaptive Fine-tuning"

33 / 183 papers shown

Title
Custom Object Detection via Multi-Camera Self-Supervised Learning Yan Lu Yuanchao Shu 11 3 0 05 Feb 2021
SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection Keren Ye Adriana Kovashka Mark Sandler Menglong Zhu Andrew G. Howard Marco Fornoni AAML MQ 16 7 0 04 Jan 2021
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 31 0 0 16 Dec 2020
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 9 382 0 14 Dec 2020
$DA^3$ :Dynamic Additive Attention Adaption for Memory-EfficientOn-Device Multi-Domain Learning Li Yang Adnan Siraj Rakin Deliang Fan 11 9 0 02 Dec 2020
Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement Xingjian Li Di Hu Xuhong Li Haoyi Xiong Zhiquan Ye Zhipeng Wang Chengzhong Xu Dejing Dou AAML 12 0 0 16 Oct 2020
Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network Jialu Huang Jing Liao Sam Kwong 11 65 0 12 Oct 2020
Deep Anomaly Detection by Residual Adaptation Lucas Deecke Lukas Ruff Robert A. Vandermeulen Hakan Bilen UQCV 23 4 0 05 Oct 2020
Deep Transformers with Latent Depth Xian Li Asa Cooper Stickland Yuqing Tang X. Kong 19 22 0 28 Sep 2020
Accelerating Multi-Model Inference by Merging DNNs of Different Weights Joo Seong Jeong Soojeong Kim Gyeong-In Yu Yunseong Lee Byung-Gon Chun FedML MoMe AI4CE 6 7 0 28 Sep 2020
Routing Networks with Co-training for Continual Learning Mark Collier Efi Kokiopoulou Andrea Gesmundo Jesse Berent CLL 14 14 0 09 Sep 2020
Shape Adaptor: A Learnable Resizing Module Shikun Liu Zhe-nan Lin Yilin Wang Jianming Zhang Federico Perazzi Edward Johns 17 8 0 03 Aug 2020
Actor-Action Video Classification CSC 249/449 Spring 2020 Challenge Report Jing Shi Zhiheng Li Haitian Zheng Yihang Xu Tianyou Xiao ... R. Magnotti A. Sexton Jeet Thaker Oscar Su Chenliang Xu 10 1 0 01 Aug 2020
AR-Net: Adaptive Frame Resolution for Efficient Action Recognition Yue Meng Chung-Ching Lin Rameswar Panda P. Sattigeri Leonid Karlinsky A. Oliva Kate Saenko Rogerio Feris 15 141 0 31 Jul 2020
$n$ -Reference Transfer Learning for Saliency Prediction Yan Luo Yongkang Wong Mohan S. Kankanhalli Qi Zhao 14 5 0 09 Jul 2020
Meta Transfer Learning for Emotion Recognition Dung Nguyen S. Sridharan Duc Thanh Nguyen Simon Denman David Dean Clinton Fookes 23 14 0 23 Jun 2020
SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems Leo F. Isikdogan Bhavin V. Nayak Chyuan-Tyng Wu Joao Peralta Moreira R. Sushma G. Michael 8 7 0 12 Jun 2020
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks Youngmin Ro J. Choi 8 5 0 14 Feb 2020
Adaptation of a deep learning malignancy model from full-field digital mammography to digital breast tomosynthesis Sadanand Singh Thomas P. Matthews Meet Shah Brent Mombourquette Trevor Tsue Aaron Long Ranya Almohsen S. Pedemonte Jason Su 8 19 0 23 Jan 2020
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation Fajie Yuan Xiangnan He Alexandros Karatzoglou Liguang Zhang 16 0 0 13 Jan 2020
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis M. Chiu Xingqian Xu Yunchao Wei Zilong Huang A. Schwing ... David Wilson Adrian Tudor N. Hovakimyan Thomas S. Huang Humphrey Shi 35 152 0 05 Jan 2020
A Broader Study of Cross-Domain Few-Shot Learning Yunhui Guo Noel Codella Leonid Karlinsky James V. Codella John R. Smith Kate Saenko Tajana Simunic Rogerio Feris 28 45 0 16 Dec 2019
AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning Ximeng Sun Rameswar Panda Rogerio Feris Kate Saenko 18 259 0 27 Nov 2019
AdaFilter: Adaptive Filter Fine-tuning for Deep Transfer Learning Yunhui Guo Yandong Li Liqiang Wang Tajana Simunic 21 41 0 21 Nov 2019
Flexible Multi-task Networks by Learning Parameter Allocation Krzysztof Maziarz Efi Kokiopoulou Andrea Gesmundo L. Sbaiz Gábor Bartók Jesse Berent 19 13 0 10 Oct 2019
Learning to Generalize One Sample at a Time with Self-Supervision A. DÍnnocente S. Bucci Barbara Caputo Tatiana Tommasi SSL OOD 14 4 0 09 Oct 2019
Learning to Transfer Learn: Reinforcement Learning-Based Selection for Adaptive Transfer Learning Linchao Zhu Sercan Ö. Arik Yezhou Yang Tomas Pfister 9 5 0 29 Aug 2019
Unsupervised Deep Feature Transfer for Low Resolution Image Classification Yuanwei Wu Ziming Zhang Guanghui Wang 9 22 0 27 Aug 2019
Budget-Aware Adapters for Multi-Domain Learning Rodrigo Berriel Stéphane Lathuilière Moin Nabi T. Klein Thiago Oliveira-Santos N. Sebe Elisa Ricci OOD 14 41 0 15 May 2019
Online Adaptation through Meta-Learning for Stereo Depth Estimation Zhenyu Zhang Stéphane Lathuilière Andrea Pilzer N. Sebe Elisa Ricci Jian Yang 17 20 0 17 Apr 2019
Incremental multi-domain learning with network latent tensor factorization Adrian Bulat Jean Kossaifi Georgios Tzimiropoulos M. Pantic CLL 11 34 0 12 Apr 2019
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 86 233 0 28 Feb 2017
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 177 524 0 27 Jun 2012