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UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation


Nov 24, 2021
Taeyeop Lee, Byeong-Uk Lee, Inkyu Shin, Jaesung Choe, Ukcheol Shin, In So Kweon, Kuk-Jin Yoon


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Deep Point Cloud Reconstruction


Nov 23, 2021
Jaesung Choe, Byeongin Joung, Francois Rameau, Jaesik Park, In So Kweon


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PointMixer: MLP-Mixer for Point Cloud Understanding


Nov 22, 2021
Jaesung Choe, Chunghyun Park, Francois Rameau, Jaesik Park, In So Kweon


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Single-Modal Entropy based Active Learning for Visual Question Answering


Nov 18, 2021
Dong-Jin Kim, Jae Won Cho, Jinsoo Choi, Yunjae Jung, In So Kweon

* Accepted to BMVC 2021 

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Self-Supervised Real-time Video Stabilization


Nov 10, 2021
Jinsoo Choi, Jaesik Park, In So Kweon

* BMVC 2021 

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Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation


Oct 13, 2021
Seokju Lee, Francois Rameau, Fei Pan, In So Kweon

* ICCV 2021 

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Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs


Oct 11, 2021
Philipp Benz, Soomin Ham, Chaoning Zhang, Adil Karjauv, In So Kweon

* Code: https://github.com/phibenz/robustness_comparison_vit_mlp-mixer_cnn 

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Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation


Oct 08, 2021
KwanYong Park, Sanghyun Woo, Inkyu Shin, In So Kweon

* NeurIPS 2020 

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ACP++: Action Co-occurrence Priors for Human-Object Interaction Detection


Sep 09, 2021
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon

* IEEE TIP accepted. Journal extension of our ECCV 2020 paper (arXiv:2007.08728). Source code: https://github.com/Dong-JinKim/ActionCooccurrencePriors/ 

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Category-Level Metric Scale Object Shape and Pose Estimation


Sep 01, 2021
Taeyeop Lee, Byeong-Uk Lee, Myungchul Kim, In So Kweon

* IEEE Robotics and Automation Letters (RA-L). Preprint Version. Accepted August, 2021 

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VolumeFusion: Deep Depth Fusion for 3D Scene Reconstruction


Aug 19, 2021
Jaesung Choe, Sunghoon Im, Francois Rameau, Minjun Kang, In So Kweon

* ICCV 2021 Accepted 

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Learning Open-World Object Proposals without Learning to Classify


Aug 15, 2021
Dahun Kim, Tsung-Yi Lin, Anelia Angelova, In So Kweon, Weicheng Kuo


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Correlate-and-Excite: Real-Time Stereo Matching via Guided Cost Volume Excitation


Aug 12, 2021
Antyanta Bangunharcana, Jae Won Cho, Seokju Lee, In So Kweon, Kyung-Soo Kim, Soohyun Kim

* To appear at IROS 2021. Code is available at https://github.com/antabangun/coex 

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LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation


Aug 12, 2021
Inkyu Shin, Dong-jin Kim, Jae Won Cho, Sanghyun Woo, Kwanyong Park, In So Kweon

* Accepted to ICCV 2021 (Oral) 

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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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