Browse "RIMS Conference Papers" byTypeConference

Showing results 1 to 20 of 3120

1
Adaptive Proximal Gradient Methods for Structured Neural Networks

Yun, Jihun; Aurelie, Lozano; Yang, Eunhoresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-10

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, Conference on Neural Information Processing Systems (NeurIPS), 2021-12-09

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, Conference on Neural Information Processing Systems (NeurIPS), 2021-12-09

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, Neural Information Processing Systems, 2021-12-08

5
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

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, Neural Information Processing Systems, 2021-12-08

7
Diversity matters when learning from ensembles

Nam, Giung; Yoon, Jongmin; Lee, Yoonho; Lee, Juhoresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-08

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, Neural Information Processing Systems, 2021-12-07

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, Neural Information Processing Systems, 2021-12-07

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, Neural Information Processing Systems, 2021-12-07

11
RoMA: Robust Model Adaptation for Offline Model-based Optimization

Yu, Sihyun; Ahn, Sungsoo; Song, Le; Shin, Jinwooresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-07

12
Meta-Learning Sparse Implicit Neural Representations

Lee, Jaeho; Tack, Jihoon; Lee, Namhoon; Shin, Jinwooresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-07

13
Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning

Kim, Junsu; Seo, Younggyo; Shin, Jinwooresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-07

14
Learning Debiased Representation via Disentangled Feature Augmentation

Lee, Jungsoo; Kim, Eungyeup; Lee, Juyoung; Lee, Jihyeon; Choo, Jaegulresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Conference on Neural Information Processing Systems, 2021-12-07

15
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness

Jeong, Jongheon; Park, Sejun; Kim, Minkyu; Lee, Heung-Chang; Kim, Doguk; Shin, Jinwooresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-07

16
Scaling Neural Tangent Kernels via Sketching and Random Features

Zandieh, Amir; Han, Insu; Avron, Haim; Shoham, Neta; Kim, Chaewon; Shin, Jinwooresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-07

17
Unbiased Classification through Bias-Contrastive and Bias-Balanced Learning

Hong, Youngkyu; Yang, Eunhoresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-06

18
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

19
Edge Representation Learning with Hypergraphs

Jo, Jaehyeong; Baek, Jinheon; Hwang, Sung Juresearcher; Kim, Dongki; Kang, Minki; Lee, Seul, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Advances in Neural Information Processing Systems, 2021-12

20
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

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