Universal representations:The missing link between faces, text, planktons, and cat breeds

25 January 2017

Andrea Vedaldi

Papers citing "Universal representations:The missing link between faces, text, planktons, and cat breeds"

48 / 98 papers shown

Title
What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning Hanbin Zhao Hao Zeng Xin Qin Yongjian Fu Haibo Wang Bourahla Omar Xi Li 12 18 0 24 Jul 2020
A Universal Representation Transformer Layer for Few-Shot Image Classification Lu Liu William L. Hamilton Guodong Long Jing Jiang Hugo Larochelle ViT 27 125 0 21 Jun 2020
Cross-Domain Segmentation with Adversarial Loss and Covariate Shift for Biomedical Imaging Bora Baydar Savas Ozkan A. Emre Kavur N. Gezer M. Alper Selver G. Akar OOD 11 0 0 08 Jun 2020
Latent Domain Learning with Dynamic Residual Adapters Lucas Deecke Timothy M. Hospedales Hakan Bilen 13 8 0 01 Jun 2020
Multi-Task Learning for Dense Prediction Tasks: A Survey Simon Vandenhende Stamatios Georgoulis Wouter Van Gansbeke M. Proesmans Dengxin Dai Luc Van Gool CVBM 14 72 0 28 Apr 2020
Introducing Pose Consistency and Warp-Alignment for Self-Supervised 6D Object Pose Estimation in Color Images Juil Sock Guillermo Garcia-Hernando Anil Armagan Tae-Kyun Kim 24 5 0 27 Mar 2020
Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification Nikita Dvornik Cordelia Schmid Julien Mairal VLM 170 24 0 20 Mar 2020
Beyond without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets Y. Hong Li Niu Jianfu Zhang Liqing Zhang 16 5 0 15 Mar 2020
Towards Universal Representation Learning for Deep Face Recognition Yichun Shi Xiang Yu Kihyuk Sohn Manmohan Chandraker Anil K. Jain CVBM OOD 11 148 0 26 Feb 2020
CRL: Class Representative Learning for Image Classification Mayanka Chandrashekar Yugyung Lee VLM 13 1 0 16 Feb 2020
Regularizing activations in neural networks via distribution matching with the Wasserstein metric Taejong Joo Donggu Kang Byunghoon Kim 24 8 0 13 Feb 2020
Unpaired Multi-modal Segmentation via Knowledge Distillation Qi Dou Quande Liu Pheng Ann Heng Ben Glocker 13 172 0 06 Jan 2020
Side-Tuning: A Baseline for Network Adaptation via Additive Side Networks Jeffrey O. Zhang Alexander Sax Amir Zamir Leonidas J. Guibas Jitendra Malik 28 28 0 31 Dec 2019
Generalization in multitask deep neural classifiers: a statistical physics approach Tyler Lee A. Ndirango AI4CE 14 20 0 30 Oct 2019
Label-efficient audio classification through multitask learning and self-supervision Tyler Lee Ting Gong Suchismita Padhy Andrew Rouditchenko A. Ndirango SSL VLM 20 7 0 19 Oct 2019
3D U $^2$ -Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation Chao Huang Hu Han Qingsong Yao Shankuan Zhu S. Kevin Zhou OOD SSeg 24 71 0 04 Sep 2019
Meta-Learning with Warped Gradient Descent Sebastian Flennerhag Andrei A. Rusu Razvan Pascanu Francesco Visin Hujun Yin R. Hadsell 6 209 0 30 Aug 2019
A Survey of Deep Learning-based Object Detection L. Jiao Fan Zhang Fang Liu Shuyuan Yang Lingling Li Zhixi Feng Rong Qu ObjD 31 960 0 11 Jul 2019
Learning to Optimize Domain Specific Normalization for Domain Generalization Seonguk Seo Yumin Suh Dongwan Kim Geeho Kim Jongwoo Han Bohyung Han AI4CE 25 243 0 09 Jul 2019
Efficient Multi-Domain Network Learning by Covariance Normalization Yunsheng Li Nuno Vasconcelos OOD 17 32 0 24 Jun 2019
MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy for Multi-Task Learning Sumanth Chennupati Ganesh Sistu S. Yogamani S. Rawashdeh 17 91 0 15 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
Towards Universal Object Detection by Domain Attention Xudong Wang Zhaowei Cai Dashan Gao Nuno Vasconcelos OOD 9 193 0 09 Apr 2019
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots Fabio Cermelli Massimiliano Mancini Elisa Ricci Barbara Caputo 24 3 0 01 Apr 2019
NeurAll: Towards a Unified Visual Perception Model for Automated Driving Ganesh Sistu Isabelle Leang Sumanth Chennupati S. Yogamani Ciarán Hughes Stefan Milz S. Rawashdeh 20 26 0 10 Feb 2019
Depthwise Convolution is All You Need for Learning Multiple Visual Domains Yunhui Guo Yandong Li Rogerio Feris Liqiang Wang Tajana Simunic OOD 13 145 0 03 Feb 2019
Episodic Training for Domain Generalization Da Li Jianshu Zhang Yongxin Yang Cong Liu Yi-Zhe Song Timothy M. Hospedales OOD 31 444 0 31 Jan 2019
Domain Attentive Fusion for End-to-end Dialect Identification with Unknown Target Domain Suwon Shon Ahmed M. Ali James R. Glass 12 7 0 04 Dec 2018
SpotTune: Transfer Learning through Adaptive Fine-tuning Yunhui Guo Humphrey Shi Abhishek Kumar Kristen Grauman Tajana Simunic Rogerio Feris 31 444 0 21 Nov 2018
Mode Normalization Lucas Deecke Iain Murray Hakan Bilen OOD 29 33 0 12 Oct 2018
Learning Finer-class Networks for Universal Representations Julien Girard-Satabin Y. Tamaazousti Hervé Le Borgne C´eline Hudelot SSL OOD 27 4 0 04 Oct 2018
Data-driven model for the identification of the rock type at a drilling bit Nikita Klyuchnikov Alexey Zaytsev A. Gruzdev Georgiy Ovchinnikov Ksenia Antipova ... V. Koryabkin I. Simon A. Tsurgan Fedor V Krasnov D. Koroteev 11 55 0 08 Jun 2018
A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols Neerav Karani K. Chaitanya Christian F. Baumgartner E. Konukoglu 11 119 0 25 May 2018
VLocNet++: Deep Multitask Learning for Semantic Visual Localization and Odometry Noha Radwan Abhinav Valada Wolfram Burgard 62 240 0 23 Apr 2018
Efficient parametrization of multi-domain deep neural networks Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 9 361 0 27 Mar 2018
Evolutionary Architecture Search For Deep Multitask Networks J. Liang Elliot Meyerson Risto Miikkulainen 17 120 0 10 Mar 2018
Deep Auxiliary Learning for Visual Localization and Odometry Abhinav Valada Noha Radwan Wolfram Burgard SSL 10 241 0 09 Mar 2018
Disjoint Multi-task Learning between Heterogeneous Human-centric Tasks Dong-Jin Kim Jinsoo Choi Tae-Hyun Oh Youngjin Yoon In So Kweon 13 27 0 14 Feb 2018
Learning More Universal Representations for Transfer-Learning Y. Tamaazousti Hervé Le Borgne C´eline Hudelot M. Seddik M. Tamaazousti OOD SSL 11 57 0 27 Dec 2017
Integrated Face Analytics Networks through Cross-Dataset Hybrid Training Jianshu Li Shengtao Xiao Fang Zhao Jian-jun Zhao Jianan Li Jiashi Feng Shuicheng Yan Terence Sim CVBM 48 19 0 16 Nov 2017
People, Penguins and Petri Dishes: Adapting Object Counting Models To New Visual Domains And Object Types Without Forgetting Mark A Marsden Kevin McGuinness Suzanne Little Ciara E. Keogh Noel E. O'Connor 15 85 0 15 Nov 2017
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks Zhao Chen Vijay Badrinarayanan Chen-Yu Lee Andrew Rabinovich ODL 38 1,254 0 07 Nov 2017
Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering Elliot Meyerson Risto Miikkulainen MoE 19 92 0 31 Oct 2017
Learning to Generalize: Meta-Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 17 1,386 0 10 Oct 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 10 917 0 22 May 2017
Incremental Learning Through Deep Adaptation Amir Rosenfeld John K. Tsotsos CLL 11 275 0 11 May 2017
Deep convolutional filter banks for texture recognition and segmentation Mircea Cimpoi Subhransu Maji Andrea Vedaldi 3DV 34 53 0 25 Nov 2014
Designing Deep Networks for Surface Normal Estimation X. Wang David Fouhey Abhinav Gupta 3DV SSL 154 353 0 18 Nov 2014