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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2
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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6
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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7
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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8
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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9
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): 101 to 120 of 3120
| Adaptive Strategy for Resetting a Non-stationary Markov Chain during Learning via Joint Stochastic Approximation Kim, Hyunsu; Lee, Juhoresearcher; Yang, Hongseokresearcher, The 3rd Symposium on Advances in Approximate Bayesian Inference (AABI 2021), Organisers of advances in approximate Bayesian inference (AABI), 2021-01-13 |
| Constructing a Multi-Modal Dialogue Dataset with Text-to-Image Replacement Lee, Nyoungwoo; Shin, Suwon; Choo, Jaegulresearcher; Choi, Ho-Jinresearcher; Myaeng, Sung-Hyonresearcher, 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), pp.897 - 906, Association for Computational Linguistics (ACL), 2021-08-02 |
| Multi-View Representation Learning via Total Correlation Objective Hwang, Hyeongjoo; Kim, Geon-hyeong; Hong, Seunghoonresearcher; Kim, Kee-Eungresearcher, Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), Neural information processing systems foundation, 2021-12-06 |
| Fully Automated Valet Parking System Based on Infrastructure Sensing Ryu, Hyunjeeresearcher; Kim, Beomyoung; Yoo, Heecheol; Lee, Jungwon, 8th International Conference on Robot Intelligence Technology and Applications, RiTA 2020, pp.22 - 31, Springer Science and Business Media Deutschland GmbH, 2020-12 |
| On the common and different expectations on robot service in restaurant between customers and employees Kim, Min Gyu; Park, Minjungresearcher; Kim, Juhyun; Kwon, Yong Seoup; Sohn, Dong Seop; Yoon, Heeyoon; Seo, Kap Ho, 2021 ACM/IEEE International Conference on Human-Robot Interaction, HRI 2021, pp.262 - 265, IEEE Computer Society, 2021-03 |
| Deep Mixed Effect Model Using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare Chung, Ingyo; Kim, Saehoon; Lee, Juho; Kim, Kwang Joon; Hwang, Sung Juresearcher; Yang, Eunhoresearcher, 34th AAAI Conference on Artificial Intelligence / 32nd Innovative Applications of Artificial Intelligence Conference / 10th AAAI Symposium on Educational Advances in Artificial Intelligence, pp.3649 - 3657, ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, 2020-02-07 |
| Accelerating Randomly Projected Gradient with Variance Reduction Kim, SeongYoon; Yun, SeYoungresearcher, IEEE International Conference on Big Data and Smart Computing (BigComp), pp.531 - 534, IEEE, 2020-02 |
| Data analysis and processing for spatio-temporal forecasting Lee, Hyoungwoo; Choo, Jaegulresearcher, 20th IEEE International Conference on Data Mining (ICDM), pp.737 - 739, IEEE COMPUTER SOC, 2020-11 |
| Drone Swarm Operating and Monitoring System for States Error Compensation Wee, Inhwanresearcher; Kim, Taeyeon; Lee, Dasol, 8th International Conference on Robot Intelligence Technology and Applications, RiTA 2020, pp.86 - 92, Springer Science and Business Media Deutschland GmbH, 2020-12 |
| The impact of mobile ordering service on offline store diversity and product diversity Hwang,Yujin; Kyung,Nakyung; Lee,Dongwon; Jung, Jaeminresearcher; Park,Sung-hyuk, 54th Annual Hawaii International Conference on System Sciences, HICSS 2021, pp.1949 - 1954, IEEE Computer Society, 2021-01 |
| 3D cell instance segmentation via point proposals using cellular components Choi, Jinho; Park, Junwoo; Min, Hyeong Seok; Cho, Hyungjoo; Lim, Sungbin; Choo, Jaegulresearcher, Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XIX 2021, SPIE, 2021-03 |
| Mutually-Constrained Monotonic Multihead Attention for Online Asr Song, Jaeyun; Shim, Hajin; Yang, Eunhoresearcher, 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021, pp.6508 - 6512, Institute of Electrical and Electronics Engineers Inc., 2021-06 |
| Attack-driven Test Case Generation Approach using Model-checking Technique for Collaborating Systems Mihret,Zelalemresearcher; Liu,Lingjun, 2nd IEEE/ACM International Workshop on Engineering and Cybersecurity of Critical Systems, EnCyCriS 2021, pp.1 - 8, Institute of Electrical and Electronics Engineers Inc., 2021-06 |
| Serious Games Usage in Higher Education, Experiences and Guidelines Liberona, Dario; Ahn, Steveresearcher; Lohiniva, Meija; Garate, Pilar; Rojas, Cristian, 9th International Workshop on Learning Technology for Education Challenges, LTEC 2021, pp.138 - 150, Springer Science and Business Media Deutschland GmbH, 2021-07 |
| Topological Insights into Sparse Neural Networks Liu, Shiwei; Van, der Lee Tim; Yaman,Anilresearcher; Atashgahi, Zahra; Ferraro, Davide; Sokar, Ghada; Pechenizkiy, Mykola; et al, European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, pp.279 - 294, Springer Science and Business Media Deutschland GmbH, 2021-09 |
| Robust Transport and Assembly Automation System Using Vision-Based Control Using UAV Ryu, Hyunjee; Wee, Inhwanresearcher, 8th International Conference on Robot Intelligence Technology and Applications, RiTA 2020, pp.32 - 38, Springer Science and Business Media Deutschland GmbH, 2021-12 |
| SensOrch: QoS-Aware Resource Orchestration for Provisioning Sensors-as-a-Service Chakraborty, Aishwariya; Misra, Sudip; Mondal, Ayan; Obaidat, Mohammad S.researcher, IEEE International Conference on Communications (IEEE ICC) / Workshop on NOMA for 5G and Beyond, IEEE, 2020-06 |
| MASKER: Masked Keyword Regularization for Reliable Text Classification Moon, Seung Jun; Mo, Sangwoo; Lee, Kimin; Lee, Jaeho; Shin, Jinwooresearcher, 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, pp.13578 - 13586, ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, 2021-02 |
| A Large, Crowdsourced Evaluation of Gesture Generation Systems on Common Data: The GENEA Challenge 2020 Kucherenko, Taras; Jonell, Patrik; Yoon, Youngwooresearcher; Wolfert, Pieter; Henter, Gustav Eje, 26th International Conference on Intelligent User Interfaces: Where HCI Meets AI, IUI 2021, pp.11 - 21, Association for Computing Machinery, 2021-04 |
| An Empirical Experiment on Deep Learning Models for Predicting Traffic Data Lee, Hyunwook; Park, Cheonbok; Jin, Seungmin; Chu, Hyeshin; Choo, Jaegulresearcher; Ko, Sungahn, 37th IEEE International Conference on Data Engineering (IEEE ICDE), pp.1817 - 1822, IEEE COMPUTER SOC, 2021-04 |
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