RIMS Conference Papers

Recent Items

Collection's Items (Sorted by Submit Date in Descending order): 61 to 80 of 2973

61
Attribution Preservation in Network Compression for Reliable Network Interpretation

Park, GeonDo; Yang, June Yong; Hwang, Sung Juresearcher; Yang, Eunhoresearcher, Advances in Neural Information Processing Systems, NeurIPS 2020, Neural Information Processing Systems, 2020-12-07

62
Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks

Nam, Woo-Jeoung; Gur, Shir; Choi, Jaesikresearcher; Wolf, Lior; Lee, Seong-Whan, AAAI Conference on Artificial Intelligence, AAAI-20, AAAI, 2020-02-11

63
An Efficient Explorative Sampling Considering the Generative Boundaries of Deep Generative Neural Networks

Jeong, Giyoung; Jeong, Haedong; Choi, Jaesikresearcher, AAAI Conference on Artificial Intelligence, AAAI-20, AAAI, 2020-02-11

64
HetPipe: Enabling large DNN training on (Whimpy) heterogeneous GPU clusters through integration of pipelined model parallelism and data parallelism

Park, Jay H.; Yun, Gyeongchan; Yi, Chang M.; Nguyen, Nguyen T.; Lee, Seungmin; Choi, Jaesikresearcher; Noh, Sam H.; et al, USENIX Annual Technical Conference, ATC 2020, pp.307 - 321, USENIX Association, 2020-07-16

65
Regret in Online Recommendation Systems

Ariu, Kaito; Ryu, Narae; Yun, Seyoungresearcher; Proutiere, Alexandre, 34th Conference on Neural Information Processing Systems, NeurIPS 2020, The Neural Information Processing Systems, 2020-12-08

66
Exploring Unlabeled Faces for Novel Attribute Discovery

Bahng, Hyojin; Chung, Sunghyo; Yoo, Seungjoo; Choo, Jaegulresearcher, IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, pp.5820 - 5829, IEEE Computer Society, 2020-06

67
Reference-based sketch image colorization using augmented-self reference and dense semantic correspondence

Lee, Junsoo; Kim, Eungyeup; Lee, Yunsung; Kim, Dongjun; Chang, Jaehyuk; Choo, Jaegulresearcher, IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, pp.5800 - 5809, IEEE Computer Society, 2020-06

68
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-Driven Attention Networks

Choi, Sungha; Kim, Joanne T.; Choo, Jaegulresearcher, IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, pp.9370 - 9380, IEEE Computer Society, 2020-06

69
A Single Multi-Task Deep Neural Network with Post-Processing for Object Detection with Reasoning and Robotic Grasp Detection

Park, Dongwon; Seo, Yonghyeok; Shin, Dongju; Choi, Jaesikresearcher; Chun, Se Young, IEEE International Conference on Robotics and Automation, ICRA 2020, pp.7300 - 7306, Institute of Electrical and Electronics Engineers Inc., 2020-05-31

70
Segmenting 2K-Videos at 36.5 FPS with 24.3 GFLOPs: Accurate and Lightweight Realtime Semantic Segmentation Network

Oh, Dokwan; Ji, Daehyun; Jang, Cheolhun; Hyunv, Yoonsuk; Bae, Hong S.; Hwang, Sungjuresearcher, IEEE International Conference on Robotics and Automation, ICRA 2020, pp.3153 - 3160, Institute of Electrical and Electronics Engineers Inc., 2020-05-31

71
Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix

Han, Insu; Avron, Haim; Shin, Jinwooresearcher, Thirty-seventh International Conference on Machine Learning, ICML 2020, International Conference on Machine Learning, 2020-07-15

72
Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning

LEE, KIMIN; SEO, YOUNGGYO; Lee, Seunghyun; Shin, Jinwooresearcher, Thirty-seventh International Conference on Machine Learning, ICML 2020, International Conference on Machine Learning, 2020-07-15

73
Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning

LEE, KIMIN; Lee, Kibok; Shin, Jinwooresearcher; Lee, Honglak, Eighth International Conference on Learning Representations, ICLR 2020, International Conference on Learning Representations, 2020-04-27

74
Learning What to Defer for Maximum Independent Sets

Ahn, Sungsoo; SEO, YOUNGGYO; Shin, Jinwooresearcher, Thirty-seventh International Conference on Machine Learning, ICML 2020, International Conference on Machine Learning, 2020-07-15

75
Lookahead: A Far-sighted Alternative of Magnitude-based Pruning

Park, Sejun; Lee, Jaeho; Mo, Sangwoo; Shin, Jinwooresearcher, Eighth International Conference on Learning Representations, ICLR 2020, International Conference on Learning Representations, 2020-04-27

76
Consistency Regularization for Certified Robustness of Smoothed Classifiers

Jeong, Jongheon; Shin, Jinwooresearcher, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, NeurIPS committee, 2020-12-07

77
Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning

Seo, Younggyo; Lee, Kimin; Clavera, Ignasi; Kurutach, Thanard; Shin, Jinwooresearcher; Abbeel, Pieter, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, Neural Information Processing Systems, 2020-12-07

78
Guiding Deep Molecular Optimization with Genetic Exploration

Ahn, Sungsoo; Kim, Junsu; Lee, Hankook; Shin, Jinwooresearcher, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, Neural Information Processing Systems, 2020-12-07

79
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances

Tack, Jihoon; Mo, Sangwoo; Jeong, Jongheon; Shin, Jinwooresearcher, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, Neural Information Processing Systems, 2020-12-07

80
Learning Bounds for Risk-sensitive Learning

Lee, Jaeho; Park, Sejun; Shin, Jinwooresearcher, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, Neural Information Processing Systems, 2020-12-07

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