RIMS Conference Papers
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1
Adaptive Proximal Gradient Methods for Structured Neural Networks
Yun, Jihun; Aurelie, Lozano; Yang, Eunhoresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, 2021-12-10
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Task-Adaptive Neural Network Search with Meta-Contrastive Learning
Jeong, Wonyong; Lee, Hayeon; Park, Geon; Hyung, Eunyoung; Baek, Jinheon; Hwang, Sung Juresearcher, 35th Conference on Neural Information Processing Systems (NeurIPS) 2021, 2021-12-09
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3
HELP: Hardware-Adaptive Efficient Latency Prediction for NAS via Meta-Learning
LEE, HAYEON; Lee, Sewoong; Chong, Songresearcher; Hwang, Sung Juresearcher, 35th Conference on Neural Information Processing Systems (NeurIPS) 2021, 2021-12-09
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4
FINE Samples for Learning with Noisy Labels
Kim, Taehyeon; Ko, Jongwoo; Cho, Sangwook; Choi, Jinhwan; Yun, Seyoungresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, 2021-12-08
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THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting
Lee, Geon; Shin, Kijungresearcher, ICDM 2020: 21st IEEE International Conference on Data Mining, 2021-12-08
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Mini-Batch Consistent Slot Set Encoder For Scalable Set Encoding
Bruno, Andreis; Willette, Jeffrey Ryan; Lee, Juhoresearcher; Hwang, Sung Juresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, 2021-12-08
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Diversity matters when learning from ensembles
Nam, Giung; Yoon, Jongmin; Lee, Yoonho; Lee, Juhoresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, 2021-12-08
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Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning
Park, Jongjin; Seo, Younggyo; Liu, Chang; Zhao, Li; Qin, Tao; Shin, Jinwooresearcher; Liu, Tie-Yan, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, 2021-12-07
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Object-aware Contrastive Learning for Debiased Scene Representation
Mo, Sangwoo; Kang, Hyunwoo; Sohn, Kihyunk; Li, Chun-Liang; Shin, Jinwooresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, 2021-12-07
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10
Improving Transferability of Representations via Augmentation-Aware Self-Supervision
Lee, Hankook; Lee, Kibok; Lee, Kimin; Lee, Honglak; Shin, Jinwooresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, 2021-12-07
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 3119
| Toward transparent news algorithms focusing on the journalistic values: A case study of Korea Press Foundation’s News Trust Project in South Korea Song, Haeyeop; Jung, Jaeminresearcher; Oh, Se-Uk, Algorithms, Automation, and News: An international Conference, LMU Munich, 2018-05-22 |
| Towards Quadruple-Play Service: Both Individual and Household Level Analyses on Mobile Bundle Yu, Eun; Jung, Jaeminresearcher, 29th European Regional Conference 2018, International Telecommunications Society (ITS), 2018-08-04 |
| Voluntary Organizational Learning and Incentives to Be a Slow Learner Choi, MinYoung; Kim, Ji-Hyun; Yang, Jae-Sukresearcher, Academy of Management Annual Meeting 2021, Academy of Management, 2021-07-29 |
| THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting Lee, Geon; Shin, Kijungresearcher, ICDM 2020: 21st IEEE International Conference on Data Mining, IEEE Computer Society, 2021-12-08 |
| Efficient plasmonic modulator in a scale of λ/1000 via nanogap-based extremely confined cavity modes Kim, Shinho; Menabde, Sergey; Low, Tony; Jang, Min Seok, Nanophotonics and Micro/Nano Optics International Conference 2019, PremC, 2019-09-04 |
| Deep Asymmetric Multi-Task Feature Learning Lee, Hae Beom; Yang, Eunhoresearcher; Hwang, Sung Juresearcher, 35th International Conference on Machine Learning, ICML 2018, pp.4609 - 4619, International Machine Learning Society (IMLS), 2018-07-12 |
| Meta Variance Transfer: Learning to Augment from the Others Park, Seong-jin; Han, Seungju; Baek, Jiwon; Kim, Insoo; Song, Juhwan; Han, Jae-Joon; Lee, Hae Beom; et al, 37th International Conference on Machine Learning, ICML 2020, pp.7466 - 7476, International Conference on Machine Learning, 2020-07-14 |
| Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning Jeong, Wonyong; Yoon, Jaehong; Yang, Eunhoresearcher; Hwang, Sung Juresearcher, International Conference on Learning Representations (ICLR) 2021, International Conference on Learning Representations (ICLR), 2021-05-04 |
| Intestinal catecholamine/Hepatic Growth Differentiation Factor 15 axis as a homeostatic keeper in alcoholic liver disease KIM, HEEHOON; Jeong, Won-Il, The Liver Week 2021 virtual conference, The Korean Association for the Study of the Liver, 2021-05-13 |
| VATUN: Visual Analytics for Testing and Understanding Convolutional Neural Networks Park, Cheonbok; Yang, Soyoung; Na, Inyoup; Chung, Sunghyo; Shin, Sungbok; Kwon, Bumchul; Park, Deokgun; et al, Eurovis 2021 : Eurographics/IEEE Symposium on Visualization, Eurovis, 2021-06-14 |
| State Entropy Maximization with Random Encoders for Efficient Exploration Seo, Younggyo; Chen, Lili; Shin, Jinwooresearcher; Lee, Honglak; Abbeel, Pieter; Lee, Kimin, 38th International Conference on Machine Learning, ICML 2021, JMLR-JOURNAL MACHINE LEARNING RESEARCH, 2021-07 |
| Large-Scale Meta-Learning with Continual Trajectory Shifting Lee, Hae Beom; Hwang, Sung Juresearcher, 38th International Conference on Machine Learning, ICML 2021, International Machine Learning Society (IMLS), 2021-07-20 |
| Provable Memorization via Deep Neural Networks using Sub-linear Parameters Park, Sejun; Lee, Jaeho; Yun, Chulhee; Shin, Jinwooresearcher, Conference on Learning Theory (COLT) 2021, JMLR JOURNAL MACHINE LEARNING RESEARCH, 2021-08 |
| RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning Lee, Hankook; Ahn, Sungsoo; Seo, Seung-Woo; Song, You Young; Yang, Eunhoresearcher; Hwang, Sung Juresearcher; Shin, Jinwooresearcher, International Joint Conferences on Artificial Intelligence Organization, pp.2673 - 2679, IJCAI-21 Conference Chair, 2021-08 |
| Spatial Dependency Parsing for Semi-Structured Document Information Extraction Hwang, Wonseok; Yim, Jinyeong; Park, Seunghyun; Yang, Sohee; Seo, Minjoonresearcher, The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Association for Computational Linguistics, 2021-08-04 |
| Multi-domain Knowledge Distillation via Uncertainty-Matching for End-to-End ASR Models Kim, Ho-Gyeong; Lee, Min-joong; Lee, Hoshik; Kang, Tae Gyoon; Lee, Jihyun; Yang, Eunhoresearcher; Hwang, Sung Juresearcher, INTERSPEECH 2021, pp.1311 - 1315, International Speech Communication Association, 2021-09-01 |
| Understanding Human-side Impact of Sampling Image Batches in Subjective Attribute Labeling Chung, Chaeyeon; Park, Kyungmin; Lee, Junsoo; Kim, Minjae; Song, Mookyung; Kim, Yeonwoo; Choo, Jaegulresearcher; et al, The 24th ACM Conference on Computer-Supported Cooperative Work and Social Computing, CSCW, 2021-10-23 |
| Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space Kim, Beomsoo; Choi, Jang-Ho; Choo, Jaegulresearcher, The 13th Asian Conference on Machine Learning, ACML 2021, ACML, 2021-11-17 |
| Non-uniform absorption and evaporation at a droplet interface Ryu, Junil, The 74th Annual Meeting of the American Physical Society Division of Fluid, American Physical Society, 2021-11-22 |
| Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE Kim, Kangyeol; Park, Sunghyun; Lee, Junsoo; Lee, Joonseok; Kim, Sookyung; Choo, Jaegulresearcher; Choi, Edwardresearcher, The 32nd British Machine Vision Conference, BMVC 2021, British Machine Vision Association (BMVA), 2021-11-24 |
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