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Publication search results
found 60 matches
- 2024
- S. Ashwin Hebbar, Sravan Kumar Ankireddy, Hyeji Kim, Sewoong Oh, Pramod Viswanath:
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning. ICML 2024 - S. Ashwin Hebbar, Sravan Kumar Ankireddy, Hyeji Kim, Sewoong Oh, Pramod Viswanath:
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning. CoRR abs/2402.08864 (2024) - 2023
- Jisoo Ahn, Sewoong Jung, Hansom Kim, Ho-Jin Hwang, Hong-Bae Jun:
A study on unmanned combat vehicle path planning for collision avoidance with enemy forces in dynamic situations. J. Comput. Des. Eng. 10(6): 2251-2270 (2023) - Seongseop Yun
, Myoung-Su Choi
, Min-Young Cho, Keunhwan Kim
, Dong-Hyuk Lee
, Sewoong Jun, Ji-Hun Bae
, Dongjun Shin
:
Next-Generation Furniture Assembly by AI and Robots: Team SK2Y: A Winner of the Furniture Assembly Competition at AI-Robot Challenge 2021. IEEE Robotics Autom. Mag. 30(2): 96-108 (2023) - Kyungsu Lee
, Thiago Coutinho Cavalcanti
, Sewoong Kim, Hah Min Lew
, Dae Hun Suh, Dong Hun Lee
, Jae Youn Hwang
:
Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases. IEEE J. Biomed. Health Informatics 27(1): 176-187 (2023) - Kyungsu Lee
, Haeyun Lee, Thiago Coutinho Cavalcanti, Sewoong Kim, Georges El Fakhri, Dong Hun Lee, Jonghye Woo, Jae Youn Hwang:
Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis. MICCAI (3) 2023: 378-388 - Sewoong Lee, JinKyou Choi, Min Su Kim:
Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing. CoRR abs/2309.11427 (2023) - 2022
- Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi:
Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network. CoRR abs/2212.02952 (2022) - Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi:
Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift. CoRR abs/2212.02968 (2022) - 2021
- Aleksandra Gruca, Federico Serva, Llorenç Lliso, Pilar Rípodas, Xavier Calbet, Pedro Herruzo, Jirí Pihrt, Rudolf Raevskiy, Petr Simánek, Matej Choma, Yang Li, Haiyu Dong, Yury Belousov, Sergey Polezhaev, Brian Pulfer, Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi, Jinyoung Park, Minseok Son, Seungju Cho, Inyoung Lee, Changick Kim, Taehyeon Kim, Shinhwan Kang, Hyeonjeong Shin, Deukryeol Yoon, Seongha Eom, Kijung Shin, Se-Young Yun, Bertrand Le Saux, Michael K. Kopp, Sepp Hochreiter, David P. Kreil:
Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts. NeurIPS (Competition and Demos) 2021: 292-313 - Jinwoo Jeon, Jaechang Kim, Kangwook Lee, Sewoong Oh, Jungseul Ok:
Gradient Inversion with Generative Image Prior. NeurIPS 2021: 29898-29908 - Keunhwan Kim, Dong Yeop Kim, Sewoong Jun, Jung-Hoon Hwang:
Estimation of the Gripping Position and Orientation of Fasteners in Camera Images. UR 2021: 190-193 - Jinwoo Jeon, Jaechang Kim, Kangwook Lee, Sewoong Oh, Jungseul Ok:
Gradient Inversion with Generative Image Prior. CoRR abs/2110.14962 (2021) - 2020
- Yihan Jiang, Hyeji Kim
, Himanshu Asnani, Sreeram Kannan, Sewoong Oh
, Pramod Viswanath:
LEARN Codes: Inventing Low-Latency Codes via Recurrent Neural Networks. IEEE J. Sel. Areas Inf. Theory 1(1): 207-216 (2020) - Hyeji Kim
, Yihan Jiang, Sreeram Kannan, Sewoong Oh
, Pramod Viswanath:
Deepcode: Feedback Codes via Deep Learning. IEEE J. Sel. Areas Inf. Theory 1(1): 194-206 (2020) - Hyeji Kim, Sewoong Oh
, Pramod Viswanath:
Physical Layer Communication via Deep Learning. IEEE J. Sel. Areas Inf. Theory 1(1): 5-18 (2020) - Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sewoong Oh, Sreeram Kannan, Pramod Viswanath:
Feedback Turbo Autoencoder. ICASSP 2020: 8559-8563 - Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath:
Joint Channel Coding and Modulation via Deep Learning. SPAWC 2020: 1-5 - Hyeji Kim, Yihan Jiang, Sreeram Kannan, Sewoong Oh, Pramod Viswanath:
Deepcode and Modulo-SK are Designed for Different Settings. CoRR abs/2008.07997 (2020) - 2019
- Jun Hee Kim
, Haeyun Lee
, Seonghwan J. Hong
, Sewoong Kim, Juhum Park, Jae Youn Hwang, Jihwan P. Choi
:
Objects Segmentation From High-Resolution Aerial Images Using U-Net With Pyramid Pooling Layers. IEEE Geosci. Remote. Sens. Lett. 16(1): 115-119 (2019) - Seongmin Lee, Woojae Kim, Sewoong Ahn, Jaekyung Kim, Sanghoon Lee:
Physical parameter prediction by embedding human perceptual parameter for 3D garment modeling. APSIPA 2019: 1945-1949 - Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath:
LEARN Codes: Inventing Low-Latency Codes via Recurrent Neural Networks. ICC 2019: 1-7 - Seonghwa Choi, Anh-Duc Nguyen, Jinwoo Kim, Sewoong Ahn, Sanghoon Lee:
Point Cloud Deformation for Single Image 3d Reconstruction. ICIP 2019: 2379-2383 - Jinwoo Kim, Sewoong Ahn, Heeseok Oh, Sanghoon Lee:
CNN-Based Blind Quality Prediction On Stereoscopic Images Via Patch To Image Feature Pooling. ICIP 2019: 1745-1749 - Anh-Duc Nguyen, Seonghwa Choi, Woojae Kim, Sewoong Ahn, Jinwoo Kim, Sanghoon Lee:
Distribution Padding in Convolutional Neural Networks. ICIP 2019: 4275-4279 - Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath:
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels. NeurIPS 2019: 2754-2764 - Yihan Jiang, Sreeram Kannan, Hyeji Kim, Sewoong Oh, Himanshu Asnani, Pramod Viswanath:
DEEPTURBO: Deep Turbo Decoder. SPAWC 2019: 1-5 - Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath:
DeepTurbo: Deep Turbo Decoder. CoRR abs/1903.02295 (2019) - Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath:
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels. CoRR abs/1911.03038 (2019) - 2018
- Woojae Kim, Jongyoo Kim, Sewoong Ahn, Jinwoo Kim, Sanghoon Lee
:
Deep Video Quality Assessor: From Spatio-Temporal Visual Sensitivity to a Convolutional Neural Aggregation Network. ECCV (1) 2018: 224-241
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