{"id":5938,"date":"2018-11-06T00:02:49","date_gmt":"2018-11-05T15:02:49","guid":{"rendered":"http:\/\/wspl.snu.ac.kr\/?page_id=5938"},"modified":"2022-04-15T23:07:17","modified_gmt":"2022-04-15T14:07:17","slug":"papers","status":"publish","type":"page","link":"https:\/\/cml.snu.ac.kr\/?page_id=5938","title":{"rendered":"Selected papers"},"content":{"rendered":"[vc_row][vc_column width=”1\/4″][vc_single_image image=”6983″ img_size=”medium” alignment=”center”][\/vc_column][vc_column width=”3\/4″][vc_column_text css=”.vc_custom_1650031631728{margin-bottom: 0px !important;}”]\n

Large Loss Matters in Weakly Supervised Multi-Label Classification<\/strong><\/a><\/h4>\n

Youngwook Kim*, Jae Myung Kim*, Zeynep Akata, and Jungwoo Lee<\/p>\n

CVPR 2022<\/h6>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=”1\/4″][vc_single_image image=”6977″ img_size=”medium” alignment=”center”][\/vc_column][vc_column width=”3\/4″][vc_column_text css=”.vc_custom_1647093977516{margin-bottom: 0px !important;}”]\n

Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed Matrix Multiplication<\/a><\/strong><\/h4>\n

Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Taehyun Cho, and Jungwoo Lee<\/p>\n

ICML 2021<\/h6>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=”1\/4″][vc_single_image image=”6636″ img_size=”medium” alignment=”center”][\/vc_column][vc_column width=”3\/4″][vc_column_text css=”.vc_custom_1602473808798{margin-bottom: 0px !important;}”]\n

On the Design of Tailored Neural Networks for Energy Harvesting Broadcast Channels: A Reinforcement Learning Approach<\/a><\/strong><\/h4>\n

Heasung Kim, Jungtae Kim, Wonjae Shin, Heecheol Yang, Nayoung Lee, Sung Jin Kim, and Jungwoo Lee<\/p>\n

IEEE Access, 2020<\/em><\/h6>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=”1\/4″][vc_single_image image=”6191″ img_size=”medium” alignment=”center”][\/vc_column][vc_column width=”3\/4″][vc_column_text css=”.vc_custom_1602473858722{margin-bottom: 0px !important;}”]\n

Automotive Radar Signal Inference Mitigation Using RNN With Self Attention<\/strong><\/a><\/h4>\n

Jiwoo Mun, Seokhyeon Ha, Jungwoo Lee<\/p>\n

International Conference on Acoustics, Speech, and Signal Processing, 2020<\/em><\/h6>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=”1\/4″][vc_single_image image=”6175″ img_size=”medium” alignment=”center”][\/vc_column][vc_column width=”3\/4″][vc_column_text css=”.vc_custom_1578040135436{margin-bottom: 0px !important;}”]\n

REST: Performance Improvement of a Black Box Model via RL-based Spatial Transformation<\/b><\/a><\/h4>\n

Jae Myung Kim*, Hyungjin Kim*, Chanwoo Park*, Jungwoo Lee<\/span><\/p>\n

Association for the Advancement of Artificial Intelligence (AAAI), 2020<\/h6>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=”1\/4″][vc_single_image image=”6219″ img_size=”medium” alignment=”center”][\/vc_column][vc_column width=”3\/4″][vc_column_text css=”.vc_custom_1602473954000{margin-bottom: 0px !important;}”]\n

Rate Maximization with Reinforcement Learning for Time-Varying Energy Harvesting Broadcast Channels<\/b><\/a><\/h4>\n

Heasung Kim, Wonjae Shin, Heecheol Yang, Nayoung Lee and Jungwoo Lee<\/p>\n

2019 IEEE Global Communications Conference<\/em><\/h6>\n[\/vc_column_text][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"

[vc_row][vc_column width=”1\/4″][vc_single_image image=”6983″ img_size=”medium” alignment=”center”][\/vc_column][vc_column width=”3\/4″][vc_column_text css=”.vc_custom_1650031631728{margin-bottom: 0px !important;}”] Large Loss Matters in Weakly Supervised Multi-Label Classification Youngwook Kim*, Jae Myung Kim*, Zeynep Akata, and Jungwoo Lee CVPR 2022 [\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=”1\/4″][vc_single_image image=”6977″ img_size=”medium” alignment=”center”][\/vc_column][vc_column width=”3\/4″][vc_column_text css=”.vc_custom_1647093977516{margin-bottom: 0px !important;}”] Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed Matrix Multiplication Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Taehyun […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/cml.snu.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/5938"}],"collection":[{"href":"https:\/\/cml.snu.ac.kr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cml.snu.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cml.snu.ac.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cml.snu.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5938"}],"version-history":[{"count":24,"href":"https:\/\/cml.snu.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/5938\/revisions"}],"predecessor-version":[{"id":6990,"href":"https:\/\/cml.snu.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/5938\/revisions\/6990"}],"wp:attachment":[{"href":"https:\/\/cml.snu.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5938"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}