Inwoo Hwang

According to our database, Inwoo Hwang authored at least 14 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The identification of minor impact collisions in a long video for detecting property damages caused by fleeing vehicles using three-dimensional convolutional neural network.

Inwoo Hwang, Yong-Gu Lee

J. Comput. Des. Eng., March, 2024

Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction.

Yunhyeok Kwak, Inwoo Hwang, Dooyoung Kim, Sanghack Lee, Byoung-Tak Zhang

CoRR, 2024

Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning.

Inwoo Hwang, Yunhyeok Kwak, Suhyung Choi, Byoung-Tak Zhang, Sanghack Lee

Proceedings of the Forty-first International Conference on Machine Learning, 2024

On Positivity Condition for Causal Inference.

Inwoo Hwang, Yesong Choe, Yeahoon Kwon, Sanghack Lee

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Ev-NeRF: Event Based Neural Radiance Field.

Inwoo Hwang, Junho Kim, Young Min Kim

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Text2PointCloud: Text-Driven Stylization for Sparse PointCloud.

Inwoo Hwang, Hyeonwoo Kim, Donggeun Lim, Inbum Park, Young Min Kim

Proceedings of the 44th Annual Conference of the European Association for Computer Graphics, 2023

Learning Geometry-aware Representations by Sketching.

Hyundo Lee, Inwoo Hwang, Hyunsung Go, Won-Seok Choi, Kibeom Kim, Byoung-Tak Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Text2Scene: Text-driven Indoor Scene Stylization with Part-Aware Details.

Inwoo Hwang, Hyeonwoo Kim, Young Min Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition.

Inwoo Hwang, Yunhyeok Kwak, Yeon-Ji Song, Byoung-Tak Zhang, Sanghack Lee

Proceedings of the Conference on Causal Learning and Reasoning, 2023

2022

On the Importance of Critical Period in Multi-stage Reinforcement Learning.

Junseok Park, Inwoo Hwang, Min Whoo Lee, Hyunseok Oh, Min Su Lee, Youngki Lee, Byoung-Tak Zhang

CoRR, 2022

SelecMix: Debiased Learning by Contradicting-pair Sampling.

Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim, Byoung-Tak Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MasKGrasp: Mask-based Grasping for Scenes with Multiple General Real-world Objects.

Junho Lee, Junhwa Hur, Inwoo Hwang, Young Min Kim

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Improving Robustness to Texture Bias via Shape-focused Augmentation.

Sangjun Lee, Inwoo Hwang, Gi-Cheon Kang, Byoung-Tak Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition.

Junho Kim, Inwoo Hwang, Young Min Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022