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Sparse MDOD: Training End-to-End Multi-Object Detector without Bipartite Matching



Jaeyoung Yoo , Hojun Lee , Seunghyeon Seo , Inseop Chung , Nojun Kwak

* 8 figures 

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Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling



KiYoon Yoo , Nojun Kwak


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Imposing Consistency for Optical Flow Estimation



Jisoo Jeong , Jamie Menjay Lin , Fatih Porikli , Nojun Kwak

* CVPR 2022 

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MatteFormer: Transformer-Based Image Matting via Prior-Tokens



GyuTae Park , SungJoon Son , JaeYoung Yoo , SeHo Kim , Nojun Kwak


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Pose-MUM : Reinforcing Key Points Relationship for Semi-Supervised Human Pose Estimation



JongMok Kim , Hwijun Lee , Jaeseung Lim , Jongkeun Na , Nojun Kwak , Jin Young Choi


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Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation



KiYoon Yoo , Jangho Kim , Jiho Jang , Nojun Kwak

* Findings of ACL 2022 

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Self-Distilled Self-Supervised Representation Learning



Jiho Jang , Seonhoon Kim , Kiyoon Yoo , Jangho Kim , Nojun Kwak

* 15 pages 

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Smoothing the Generative Latent Space with Mixup-based Distance Learning



Chaerin Kong , Jeesoo Kim , Donghoon Han , Nojun Kwak

* 17 pages 

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Local-Selective Feature Distillation for Single Image Super-Resolution



SeongUk Park , Nojun Kwak

* in review 

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MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection



JongMok Kim , Jooyoung Jang , Seunghyeon Seo , Jisoo Jeong , Jongkeun Na , Nojun Kwak


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