Byoungjip Kim

Orcid: 0000-0002-1227-977X

According to our database1, Byoungjip Kim authored at least 21 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Degeneration-free Policy Optimization: RL Fine-Tuning for Language Models without Degeneration.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Show, Think, and Tell: Thought-Augmented Fine-Tuning of Large Language Models for Video Captioning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On Sample-Efficient Code Generation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

2022
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning.
CoRR, 2021

VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
POMO: Policy Optimization with Multiple Optima for Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2017
Unsupervised Visual Attribute Transfer with Reconfigurable Generative Adversarial Networks.
CoRR, 2017

2015
VisitSense: Sensing Place Visit Patterns from Ambient Radio on Smartphones for Targeted Mobile Ads in Shopping Malls.
Sensors, 2015

Agatha: Predicting Daily Activities from Place Visit History for Activity-Aware Mobile Services in Smart Cities.
Int. J. Distributed Sens. Networks, 2015

2012
Scalable Activity-Travel Pattern Monitoring Framework for Large-Scale City Environment.
IEEE Trans. Mob. Comput., 2012

2011
Mobiiscape: Middleware support for scalable mobility pattern monitoring of moving objects in a large-scale city.
J. Syst. Softw., 2011

AdNext: a visit-pattern-aware mobile advertising system for urban commercial complexes.
Proceedings of the 12th Workshop on Mobile Computing Systems and Applications, 2011

Towards trajectory-based experience sharing in a city.
Proceedings of the 2011 International Workshop on Location Based Social Networks, 2011

High-performance composite event monitoring system supporting large numbers of queries and sources.
Proceedings of the Fifth ACM International Conference on Distributed Event-Based Systems, 2011

2008
HiCon: a hierarchical context monitoring and composition framework for next-generation context-aware services.
IEEE Netw., 2008

2006
BMQ-Index: Shared and Incremental Processing of Border Monitoring Queries over Data Streams.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006


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