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2020 – today

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2024
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Cheol Ho Song, Jin Su Kim, Jae Myung Kim, Sung Bum Pan:
Stress Classification Using ECGs Based on a Multi-Dimensional Feature Fusion of LSTM and Xception. IEEE Access 12: 19077-19086 (2024)
[c17]
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Jae Myung Kim, Jessica Bader, Stephan Alaniz, Cordelia Schmid, Zeynep Akata:
DataDream: Few-Shot Guided Dataset Generation. ECCV (71) 2024: 252-268
[c16]
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  - conf/eccv/SinghiKRA24
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Nishad Singhi, Jae Myung Kim, Karsten Roth, Zeynep Akata:
Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models. ECCV (26) 2024: 422-438
[i10]
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  - journals/corr/abs-2405-01531
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Nishad Singhi, Jae-Myung Kim, Karsten Roth, Zeynep Akata:
Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models. CoRR abs/2405.01531 (2024)
[i9]
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  - journals/corr/abs-2407-10910
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Jae Myung Kim, Jessica Bader, Stephan Alaniz, Cordelia Schmid, Zeynep Akata:
DataDream: Few-shot Guided Dataset Generation. CoRR abs/2407.10910 (2024)
2023
[c15]
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  - conf/cvpr/KimKSA23
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Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata:
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CVPR Workshops 2023: 2585-2595
[c14]
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  - conf/cvpr/KimKJSA023
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Youngwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee:
Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification. CVPR 2023: 3408-3417
[c13]
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  - conf/iccv/RothKKVSA23
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Karsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata:
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts. ICCV 2023: 15700-15711
[i8]
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  - journals/corr/abs-2302-11012
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Uddeshya Upadhyay, Jae-Myung Kim, Cordelia Schmid, Bernhard Schölkopf, Zeynep Akata:
Posterior Annealing: Fast Calibrated Uncertainty for Regression. CoRR abs/2302.11012 (2023)
[i7]
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  - journals/corr/abs-2304-01804
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Youngwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee:
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification. CoRR abs/2304.01804 (2023)
[i6]
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  - journals/corr/abs-2304-03391
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Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata:
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CoRR abs/2304.03391 (2023)
[i5]
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  - journals/corr/abs-2306-07282
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Karsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata:
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts. CoRR abs/2306.07282 (2023)
2022
[c12]
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Youngwook Kim, Jae-Myung Kim, Zeynep Akata, Jungwoo Lee:
Large Loss Matters in Weakly Supervised Multi-Label Classification. CVPR 2022: 14136-14145
[i4]
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  - journals/corr/abs-2206-03740
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Youngwook Kim, Jae-Myung Kim, Zeynep Akata, Jungwoo Lee:
Large Loss Matters in Weakly Supervised Multi-Label Classification. CoRR abs/2206.03740 (2022)
2021
[c11]
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  - conf/iccv/KimCAO21
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Jae-Myung Kim, Junsuk Choe, Zeynep Akata, Seong Joon Oh:
Keep CALM and Improve Visual Feature Attribution. ICCV 2021: 8330-8340
[i3]
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  - journals/corr/abs-2106-07861
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Jae-Myung Kim, Junsuk Choe, Zeynep Akata, Seong Joon Oh:
Keep CALM and Improve Visual Feature Attribution. CoRR abs/2106.07861 (2021)
2020
[j1]
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  - journals/neuroimage/JungYJCKNKL20
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Woojin Jung, Jaeyeon Yoon, Sooyeon Ji, Joon Yul Choi, Jae Myung Kim, Yoonho Nam, Eung-Yeop Kim, Jongho Lee:
Exploring linearity of deep neural network trained QSM: QSMnet⁺. NeuroImage 211: 116619 (2020)
[c10]
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Jae-Myung Kim, Hyungjin Kim, Chanwoo Park, Jungwoo Lee:
REST: Performance Improvement of a Black Box Model via RL-Based Spatial Transformation. AAAI 2020: 11262-11269
[i2]
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  - journals/corr/abs-2002-06610
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Jae-Myung Kim, Hyungjin Kim, Chanwoo Park, Jungwoo Lee:
REST: Performance Improvement of a Black Box Model via RL-based Spatial Transformation. CoRR abs/2002.06610 (2020)

2010 – 2019

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2018
[i1]
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  - journals/corr/abs-1812-03285
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Chanwoo Park, Jae-Myung Kim, Seok Hyeon Ha, Jungwoo Lee:
Sampling-based Bayesian Inference with gradient uncertainty. CoRR abs/1812.03285 (2018)
2012
[c9]
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  - conf/sigmod/OhKKL12
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Gi-Hwan Oh, Jae-Myung Kim, Woon-Hak Kang, Sang-Won Lee:
Reducing cache misses in hash join probing phase by pre-sorting strategy (abstract only). SIGMOD Conference 2012: 864
2011
[c8]
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  - conf/debs/KimVFKKKL11
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Jae-Myung Kim, Vladimir Verjovkin, Sergey A. Fedorov, Younghun Kim, Dae-Il Kim, Sungjin Kim, Sang-Won Lee:
Altibase DSM: CTable for pull-based processing in SPE. DEBS 2011: 377-378
[c7]
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  - conf/ichit/LeeKJL11
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Joa Hyoung Lee, Jae-Myung Kim, Byung-Tae Jang, Eun-Ser Lee:
Data Dissemination Protocol Based on Home Agent and Access Node for Mobile Sink in Mobile Wireless Sensor Networks. ICHIT (1) 2011: 306-314

2000 – 2009

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2009
[c6]
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  - conf/momm/KimKL09
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Sung-Tan Kim, Jae-Myung Kim, Sang-Won Lee:
BAR: bitmap-based association rule: an implementation and its optimizations. MoMM 2009: 627-631
2008
[c5]
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  - conf/sigmod/LeeMPKK08
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Sang-Won Lee, Bongki Moon, Chanik Park, Jae-Myung Kim, Sang-Woo Kim:
A case for flash memory ssd in enterprise database applications. SIGMOD Conference 2008: 1075-1086
2007
[c4]
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  - conf/dasfaa/KangKNL07
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Hyun-Ho Kang, Jae-Myung Kim, Gap-Joo Na, Sang-Won Lee:
Implementation of Bitmap Based Incognito and Performance Evaluation. DASFAA 2007: 447-458
[c3]
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  - conf/mhci/LeeNKOK07
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Sang-Won Lee, Gap-Joo Na, Jae-Myung Kim, Joo-Hyung Oh, Sang-Woo Kim:
Research issues in next generation DBMS for mobile platforms. Mobile HCI 2007: 457-461
2006
[c2]
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  - conf/apnoms/KooLKR06
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Han-Seung Koo, Il-Kyoo Lee, Jae-Myung Kim, Sung-Woong Ra:
A Novel Rekey Management Scheme in Digital Broadcasting Network. APNOMS 2006: 283-292
2003
[c1]
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  - conf/iscis/KimLKK03a
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Jae-Myung Kim, Kyu-Ho Lee, Jong-Seob Kim, Kuinam J. Kim:
Performance Improvement Scheme of NIDS through Optimizing Intrusion Pattern Database. ISCIS 2003: 1098-1105

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