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Supervised Neural Discrete Universal Denoiser for Adaptive Denoising


Nov 24, 2021
Sungmin Cha, Seonwoo Min, Sungroh Yoon, Taesup Moon

* Preprint 

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Guided-TTS:Text-to-Speech with Untranscribed Speech


Nov 23, 2021
Heeseung Kim, Sungwon Kim, Sungroh Yoon


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Scalable Smartphone Cluster for Deep Learning


Oct 23, 2021
Byunggook Na, Jaehee Jang, Seongsik Park, Seijoon Kim, Joonoo Kim, Moon Sik Jeong, Kwang Choon Kim, Seon Heo, Yoonsang Kim, Sungroh Yoon

* 6 pages 

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Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation


Oct 13, 2021
Jungbeom Lee, Jooyoung Choi, Jisoo Mok, Sungroh Yoon

* NeurIPS 2021 

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FICGAN: Facial Identity Controllable GAN for De-identification


Oct 02, 2021
Yonghyun Jeong, Jooyoung Choi, Sungwon Kim, Youngmin Ro, Tae-Hyun Oh, Doyeon Kim, Heonseok Ha, Sungroh Yoon


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AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate


Sep 14, 2021
Jongyoon Song, Sungwon Kim, Sungroh Yoon

* Accepted by EMNLP 2021 

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Towards a Rigorous Evaluation of Time-series Anomaly Detection


Sep 11, 2021
Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon

* 9 pages, 6 figures 

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Rare Words Degenerate All Words


Sep 07, 2021
Sangwon Yu, Jongyoon Song, Heeseung Kim, Seong-min Lee, Woo-Jong Ryu, Sungroh Yoon


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AdvRush: Searching for Adversarially Robust Neural Architectures


Aug 10, 2021
Jisoo Mok, Byunggook Na, Hyeokjun Choe, Sungroh Yoon

* ICCV 2021 

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ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models


Aug 06, 2021
Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon

* ICCV 2021 (oral) 

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Toward Spatially Unbiased Generative Models


Aug 03, 2021
Jooyoung Choi, Jungbeom Lee, Yonghyun Jeong, Sungroh Yoon

* ICCV 2021 

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TargetNet: Functional microRNA Target Prediction with Deep Neural Networks


Jul 23, 2021
Seonwoo Min, Byunghan Lee, Sungroh Yoon

* 7 pages, under review 

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Geometry-aware Transformer for molecular property prediction


Jun 29, 2021
Bumju Kwak, Jeonghee Jo, Byunghan Lee, Sungroh Yoon

* 11 pages, 3 figures 

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Flexible dual-branched message passing neural network for quantum mechanical property prediction with molecular conformation


Jun 14, 2021
Jeonghee Jo, Bumju Kwak, Byunghan Lee, Sungroh Yoon

* 28 pages, 7 figures 

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Energy-efficient Knowledge Distillation for Spiking Neural Networks


Jun 14, 2021
Dongjin Lee, Seongsik Park, Jongwan Kim, Wuhyeong Doh, Sungroh Yoon


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PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Driven Adaptive Prior


Jun 11, 2021
Sang-gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan, Chang Liu, Qi Meng, Tao Qin, Wei Chen, Sungroh Yoon, Tie-Yan Liu

* 16 pages, 5 figures, 7 tables. Audio samples: https://speechresearch.github.io/priorgrad/ 

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Stein Latent Optimization for GANs


Jun 09, 2021
Uiwon Hwang, Heeseung Kim, Dahuin Jung, Hyemi Jang, Hyungyu Lee, Sungroh Yoon


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Accelerating Neural Architecture Search via Proxy Data


Jun 09, 2021
Byunggook Na, Jisoo Mok, Hyeokjun Choe, Sungroh Yoon

* Accepted to IJCAI 2021 

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Training Energy-Efficient Deep Spiking Neural Networks with Time-to-First-Spike Coding


Jun 04, 2021
Seongsik Park, Sungroh Yoon


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Noise-Robust Deep Spiking Neural Networks with Temporal Information


Apr 22, 2021
Seongsik Park, Dongjin Lee, Sungroh Yoon

* Accepted to DAC 2021 

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XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations


Mar 19, 2021
Eunji Kim, Siwon Kim, Minji Seo, Sungroh Yoon

* 10 pages, 7 figures. Accepted to CVPR2021 

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BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation


Mar 16, 2021
Jungbeom Lee, Jihun Yi, Chaehun Shin, Sungroh Yoon

* CVPR 2021 

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Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation


Mar 16, 2021
Jungbeom Lee, Eunji Kim, Sungroh Yoon

* CVPR 2021 

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Removing Undesirable Feature Contributions Using Out-of-Distribution Data


Jan 17, 2021
Saehyung Lee, Changhwa Park, Hyungyu Lee, Jihun Yi, Jonghyun Lee, Sungroh Yoon

* Published as a conference paper at ICLR 2021 

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Interpretation of NLP models through input marginalization


Oct 27, 2020
Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon

* 10 pages, 5 figures, to be published in the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020) 

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Information-Theoretic Visual Explanation for Black-Box Classifiers


Sep 23, 2020
Jihun Yi, Eunji Kim, Siwon Kim, Sungroh Yoon


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iCaps: An Interpretable Classifier via Disentangled Capsule Networks


Aug 20, 2020
Dahuin Jung, Jonghyun Lee, Jihun Yi, Sungroh Yoon

* ECCV 2020 

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Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation


Jul 13, 2020
Jihun Yi, Sungroh Yoon


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