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Unsupervised Domain Adaptation for Video Semantic Segmentation


Jul 23, 2021
Inkyu Shin, Kwanyong Park, Sanghyun Woo, In So Kweon


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MCDAL: Maximum Classifier Discrepancy for Active Learning


Jul 23, 2021
Jae Won Cho, Dong-Jin Kim, Yunjae Jung, In So Kweon

* 10 pages 

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Learning to Associate Every Segment for Video Panoptic Segmentation


Jun 17, 2021
Sanghyun Woo, Dahun Kim, Joon-Young Lee, In So Kweon

* Accepted to CVPR2021 

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Distribution-Aware Semantics-Oriented Pseudo-label for Imbalanced Semi-Supervised Learning


Jun 10, 2021
Youngtaek Oh, Dong-Jin Kim, In So Kweon

* "Code: https://github.com/ytaek-oh/daso

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Restoration of Video Frames from a Single Blurred Image with Motion Understanding


Apr 19, 2021
Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Chaoning Zhang, In So Kweon

* Accepted to CVPRW, NTIRE 2021 

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Depth Completion using Plane-Residual Representation


Apr 15, 2021
Byeong-Uk Lee, Kyunghyun Lee, In So Kweon

* Accepted to CVPR 2021 

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Dealing with Missing Modalities in the Visual Question Answer-Difference Prediction Task through Knowledge Distillation


Apr 13, 2021
Jae Won Cho, Dong-Jin Kim, Jinsoo Choi, Yunjae Jung, In So Kweon

* To appear in CVPR MULA Workshop 

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Universal Adversarial Training with Class-Wise Perturbations


Apr 07, 2021
Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon

* Accepted to ICME 2021 

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Volumetric Propagation Network: Stereo-LiDAR Fusion for Long-Range Depth Estimation


Mar 24, 2021
Jaesung Choe, Kyungdon Joo, Tooba Imtiaz, In So Kweon

* This is a presentation paper for ICRA 2021. Accepted at RA-L 2021 

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Stereo Object Matching Network


Mar 23, 2021
Jaesung Choe, Kyungdon Joo, Francois Rameau, In So Kweon

* Accepted at ICRA 2021 

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Motion-blurred Video Interpolation and Extrapolation


Mar 10, 2021
Dawit Mureja Argaw, Junsik Kim, Francois Rameau, In So Kweon

* Accepted to AAAI 2021 

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Optical Flow Estimation from a Single Motion-blurred Image


Mar 10, 2021
Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Jae Won Cho, In So Kweon

* Accepted to AAAI 2021 

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Unsupervised Depth and Ego-motion Estimation for Monocular Thermal Video using Multi-spectral Consistency Loss


Mar 03, 2021
Ukcheol Shin, Kyunghyun Lee, Seokju Lee, In So Kweon

* 10 pages 

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A Brief Survey on Deep Learning Based Data Hiding, Steganography and Watermarking


Mar 02, 2021
Chaoning Zhang, Chenguo Lin, Philipp Benz, Kejiang Chen, Weiming Zhang, In So Kweon


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A Survey On Universal Adversarial Attack


Mar 02, 2021
Chaoning Zhang, Philipp Benz, Chenguo Lin, Adil Karjauv, Jing Wu, In So Kweon


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Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards A Fourier Perspective


Feb 12, 2021
Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon

* Accepted to AAAI 2021 

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Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency


Feb 04, 2021
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon

* Accepted to AAAI 2021. Code/dataset/models are available at https://github.com/SeokjuLee/Insta-DM. arXiv admin note: substantial text overlap with arXiv:1912.09351 

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An Efficient Asynchronous Method for Integrating Evolutionary and Gradient-based Policy Search


Jan 06, 2021
Kyunghyun Lee, Byeong-Uk Lee, Ukcheol Shin, In So Kweon


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Towards Robust Data Hiding Against (JPEG) Compression: A Pseudo-Differentiable Deep Learning Approach


Dec 30, 2020
Chaoning Zhang, Adil Karjauv, Philipp Benz, In So Kweon


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The Devil is in the Boundary: Exploiting Boundary Representation for Basis-based Instance Segmentation


Nov 26, 2020
Myungchul Kim, Sanghyun Woo, Dahun Kim, In So Kweon


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Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy


Oct 26, 2020
Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon


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ResNet or DenseNet? Introducing Dense Shortcuts to ResNet


Oct 23, 2020
Chaoning Zhang, Philipp Benz, Dawit Mureja Argaw, Seokju Lee, Junsik Kim, Francois Rameau, Jean-Charles Bazin, In So Kweon

* Accepted to WACV2021 first round 

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Dense Relational Image Captioning via Multi-task Triple-Stream Networks


Oct 12, 2020
Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, In So Kweon

* Journal extension of our CVPR 2019 paper ( arXiv:1903.05942 ). Source code : https://github.com/Dong-JinKim/DenseRelationalCaptioning 

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Revisiting Batch Normalization for Improving Corruption Robustness


Oct 07, 2020
Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon


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Batch Normalization Increases Adversarial Vulnerability: Disentangling Usefulness and Robustness of Model Features


Oct 07, 2020
Philipp Benz, Chaoning Zhang, In So Kweon


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CD-UAP: Class Discriminative Universal Adversarial Perturbation


Oct 07, 2020
Chaoning Zhang, Philipp Benz, Tooba Imtiaz, In So Kweon


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Double Targeted Universal Adversarial Perturbations


Oct 07, 2020
Philipp Benz, Chaoning Zhang, Tooba Imtiaz, In So Kweon

* Accepted at ACCV 2020 

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