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ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation


Jul 19, 2022
Fei Pan, Sungsu Hur, Seokju Lee, Junsik Kim, In So Kweon

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* Accepted to ECCV 2022 

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Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection


Jun 04, 2022
Fei Pan, Francois Rameau, Junsik Kim, In So Kweon

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Audio-Visual Fusion Layers for Event Type Aware Video Recognition


Feb 12, 2022
Arda Senocak, Junsik Kim, Tae-Hyun Oh, Hyeonggon Ryu, Dingzeyu Li, In So Kweon

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Learning Sound Localization Better From Semantically Similar Samples


Feb 07, 2022
Arda Senocak, Hyeonggon Ryu, Junsik Kim, In So Kweon

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* Accepted to ICASSP 2022. SOTA performance in Audio-Visual Sound Localization. 5 Pages 

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Normality-Calibrated Autoencoder for Unsupervised Anomaly Detection on Data Contamination


Oct 28, 2021
Jongmin Yu, Hyeontaek Oh, Minkyung Kim, Junsik Kim

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* Accepted for NeurIPS 2021 Workshop DGMs Applications 

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Camera-Tracklet-Aware Contrastive Learning for Unsupervised Vehicle Re-Identification


Sep 14, 2021
Jongmin Yu, Junsik Kim, Minkyung Kim, Hyeontaek Oh

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* Under review 

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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

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* Accepted to CVPRW, NTIRE 2021 

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Motion-blurred Video Interpolation and Extrapolation


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

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* 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

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* Accepted to AAAI 2021 

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