Deep Visual Domain Adaptation

28 December 2020

Papers citing "Deep Visual Domain Adaptation"

50 / 120 papers shown

Title
Audio-Adaptive Activity Recognition Across Video Domains Yun C. Zhang Hazel Doughty Ling Shao Cees G. M. Snoek 17 38 0 27 Mar 2022
Visuo-Haptic Object Perception for Robots: An Overview Nicolás Navarro-Guerrero Sibel Toprak Josip Josifovski L. Jamone 22 35 0 22 Mar 2022
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Sofien Dhouib S. Maghsudi 28 2 0 09 Mar 2022
Augmentation based unsupervised domain adaptation Mauricio Orbes-Arteaga Thomas Varsavsky Lauge Sørensen Mads Nielsen A. Pai Sebastien Ourselin Marc Modat Jorge Cardoso OOD 21 3 0 23 Feb 2022
Cost-effective Framework for Gradual Domain Adaptation with Multifidelity Shogo Sagawa H. Hino CLL 29 6 0 09 Feb 2022
Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification Gustavo de Rosa Mateus Roder João Paulo Papa 11 1 0 08 Feb 2022
Robotic Grasping from Classical to Modern: A Survey Hanbo Zhang Jian Tang Shiguang Sun Xuguang Lan 29 39 0 08 Feb 2022
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation Marco Rosano Antonino Furnari Luigi Gulino C. Santoro G. Farinella EgoV 39 5 0 02 Feb 2022
Self-Supervised Moving Vehicle Detection from Audio-Visual Cues Jannik Zürn Wolfram Burgard SSL 26 8 0 30 Jan 2022
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization Kowshik Thopalli Sameeksha Katoch P. Turaga Jayaraman J. Thiagarajan OOD 21 0 0 17 Dec 2021
Specificity-Preserving Federated Learning for MR Image Reconstruction Chun-Mei Feng Yu-bao Yan Shanshan Wang Yong Xu Ling Shao H. Fu OOD 24 78 0 09 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 65 40 0 06 Dec 2021
Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective Yuejiang Liu Riccardo Cadei Jonas Schweizer Sherwin Bahmani Alexandre Alahi OOD TTA 33 51 0 29 Nov 2021
Combining Data-driven Supervision with Human-in-the-loop Feedback for Entity Resolution Wenpeng Yin Shelby Heinecke Jia Li N. Keskar Michael J. Jones Shouzhong Shi Stanislav Georgiev Kurt Milich Joseph Esposito Caiming Xiong 20 2 0 20 Nov 2021
On the Statistical Benefits of Curriculum Learning Ziping Xu Ambuj Tewari 19 9 0 13 Nov 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing Aadarsh Sahoo Rutav Shah Rameswar Panda Kate Saenko Abir Das 28 63 0 28 Oct 2021
Not Only Domain Randomization: Universal Policy with Embedding System Identification Zihan Ding 10 2 0 28 Sep 2021
Semi-Supervised Adversarial Discriminative Domain Adaptation Thai Nguyen Anh Nguyen Nghia Le H. Le GAN 16 10 0 27 Sep 2021
Blind Image Decomposition Junlin Han Weihao Li Pengfei Fang Chunyi Sun Jie Hong M. Armin L. Petersson Hongdong Li 25 34 0 25 Aug 2021
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation Jinyu Yang Jingjing Liu N. Xu Junzhou Huang 20 125 0 12 Aug 2021
Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark Kun Wang Zhenyu Zhang Zhiqiang Yan Xiang Li Baobei Xu Jun Li Jian Yang MDE 70 76 0 09 Aug 2021
Transfer Learning for Pose Estimation of Illustrated Characters Shuhong Chen Matthias Zwicker 3DH 6 16 0 04 Aug 2021
Multilevel Knowledge Transfer for Cross-Domain Object Detection Botos Csaba Xiaojuan Qi Arslan Chaudhry P. Dokania Philip H. S. Torr OOD 24 8 0 02 Aug 2021
ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation Yanchao Yang Hanxiang Ren He-Nan Wang Bokui Shen Qingnan Fan Youyi Zheng C. Karen Liu Leonidas J. Guibas 25 0 0 29 Jul 2021
Learning to Transfer: A Foliated Theory Janith C. Petangoda M. Deisenroth N. Monk 15 0 0 22 Jul 2021
Unsupervised Domain Adaptation in LiDAR Semantic Segmentation with Self-Supervision and Gated Adapters Mrigank Rochan Shubhra Aich Eduardo R. Corral-Soto A. Nabatchian Bingbing Liu 3DPC 25 31 0 20 Jul 2021
Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks Ruohan Zhang F. Torabi Garrett A. Warnell Peter Stone 73 28 0 13 Jul 2021
Disentangling Transfer and Interference in Multi-Domain Learning Yipeng Zhang Tyler L. Hayes Christopher Kanan 38 3 0 02 Jul 2021
Multi-Modal 3D Object Detection in Autonomous Driving: a Survey Yingjie Wang Qi Mao Hanqi Zhu Jiajun Deng Yu Zhang Jianmin Ji Houqiang Li Yanyong Zhang 3DPC 32 138 0 24 Jun 2021
DORO: Distributional and Outlier Robust Optimization Runtian Zhai Chen Dan J. Zico Kolter Pradeep Ravikumar 12 58 0 11 Jun 2021
An Information-theoretic Approach to Distribution Shifts Marco Federici Ryota Tomioka Patrick Forré OOD 33 17 0 07 Jun 2021
Continual 3D Convolutional Neural Networks for Real-time Processing of Videos Lukas Hedegaard Alexandros Iosifidis 3DPC 18 14 0 31 May 2021
REGRAD: A Large-Scale Relational Grasp Dataset for Safe and Object-Specific Robotic Grasping in Clutter Hanbo Zhang Deyu Yang Han Wang Binglei Zhao Xuguang Lan Jishiyu Ding Nanning Zheng 36 40 0 29 Apr 2021
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery Can Yaris Kaleb Kassaw Bohao Huang Kyle Bradbury Jordan M. Malof 14 20 0 28 Apr 2021
The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions Jennifer J. Sun Tomomi Karigo Dipam Chakraborty Sharada Mohanty Benjamin Wild ... Chen Chen D. Anderson Pietro Perona Yisong Yue Ann Kennedy 24 47 0 06 Apr 2021
Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery Mauro Martini Vittorio Mazzia Aleem Khaliq Marcello Chiaberge 28 39 0 01 Apr 2021
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption Alexander Bartler Andreas Bühler Felix Wiewel Mario Döbler Binh Yang TTA OOD 21 77 0 30 Mar 2021
In the light of feature distributions: moment matching for Neural Style Transfer Nikolai Kalischek Jan Dirk Wegner Konrad Schindler OOD 17 48 0 12 Mar 2021
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection VS Vibashan Vikram Gupta Poojan Oza Vishwanath A. Sindagi Vishal M. Patel 17 182 0 07 Mar 2021
Model-Based Domain Generalization Alexander Robey George J. Pappas Hamed Hassani OOD 45 129 0 23 Feb 2021
TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait Recognition Jinkai Zheng Xinchen Liu C. Yan Jiyong Zhang Wu Liu Xiaoping Zhang Tao Mei CVBM 21 11 0 09 Feb 2021
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning Sangho Lee Jiwan Chung Youngjae Yu Gunhee Kim Thomas Breuel Gal Chechik Yale Song 71 45 0 26 Jan 2021
Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation Bingyu Liu Yuhong Guo Jieping Ye Weihong Deng 30 2 0 07 Dec 2020
Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation Aadarsh Sahoo Rameswar Panda Rogerio Feris Kate Saenko Abir Das VLM 42 20 0 06 Dec 2020
SB-MTL: Score-based Meta Transfer-Learning for Cross-Domain Few-Shot Learning J. Cai B. Cai S. Shen 19 7 0 03 Dec 2020
Domain adaptation under structural causal models Yuansi Chen Peter Buhlmann CML OOD AI4CE 31 38 0 29 Oct 2020
Domain Agnostic Learning for Unbiased Authentication Jian Liang Yuren Cao Shuang Li Bing Bai Hao Li Fei-Yue Wang Kun Bai OOD 21 0 0 11 Oct 2020
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction Giovanni Bellitto Federica Proietto Salanitri S. Palazzo Francesco Rundo Daniela Giordano C. Spampinato MDE 15 52 0 02 Oct 2020
Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey Wenshuai Zhao Jorge Peña Queralta Tomi Westerlund OffRL 6 709 0 24 Sep 2020
My Health Sensor, my Classifier: Adapting a Trained Classifier to Unlabeled End-User Data K. Nikolaidis Stein Kristiansen T. Plagemann V. Goebel Knut Liestøl ... G. Traaen Britt Overland Harriet Akre L. Aakerøy S. Steinshamn OOD 34 1 0 22 Sep 2020