Huiwon Jang

According to our database, Huiwon Jang authored at least 14 papers between 2022 and 2026.

Collaborative distances:

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

2026

Modular Sensory Stream for Integrating Physical Feedback in Vision-Language-Action Models.

Jimin Lee, Huiwon Jang, Myungkyu Koo, Jungwoo Park, Jinwoo Shin

CoRR, April, 2026

SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning.

Byungwoo Jeon, Dongyoung Kim, Huiwon Jang, Insoo Kim, Jinwoo Shin

CoRR, March, 2026

RoboAlign: Learning Test-Time Reasoning for Language-Action Alignment in Vision-Language-Action Models.

Dongyoung Kim, Sumin Park, Woomin Song, Seungku Kim, Taeyoung Kim, Huiwon Jang, Jinwoo Shin, Jaehyung Kim, Younggyo Seo

CoRR, March, 2026

2025

Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model.

John Won, Kyungmin Lee, Huiwon Jang, Dongyoung Kim, Jinwoo Shin

CoRR, October, 2025

ContextVLA: Vision-Language-Action Model with Amortized Multi-Frame Context.

Huiwon Jang, Sihyun Yu, Heeseung Kwon, Hojin Jeon, Younggyo Seo, Jinwoo Shin

CoRR, October, 2025

Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics.

Dongyoung Kim, Sumin Park, Huiwon Jang, Jinwoo Shin, Jaehyung Kim, Younggyo Seo

CoRR, June, 2025

Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think.

Sihyun Yu, Sangkyung Kwak, Huiwon Jang, Jongheon Jeong, Jonathan Huang, Jinwoo Shin, Saining Xie

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Efficient Long Video Tokenization via Coordinate-based Patch Reconstruction.

Huiwon Jang, Sihyun Yu, Jinwoo Shin, Pieter Abbeel, Younggyo Seo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation.

Seong Hyeon Park, Huiwon Jang, Byungwoo Jeon, Sukmin Yun, Paul Hongsuck Seo, Jinwoo Shin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Visual Representation Learning with Stochastic Frame Prediction.

Huiwon Jang, Dongyoung Kim, Junsu Kim, Jinwoo Shin, Pieter Abbeel, Younggyo Seo

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

Adversarial Robustification via Text-to-Image Diffusion Models.

Daewon Choi, Jongheon Jeong, Huiwon Jang, Jinwoo Shin

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder.

Huiwon Jang, Jihoon Tack, Daewon Choi, Jongheon Jeong, Jinwoo Shin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Unsupervised Meta-learning via Few-shot Pseudo-supervised Contrastive Learning.

Huiwon Jang, Hankook Lee, Jinwoo Shin

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

AltUB: Alternating Training Method to Update Base Distribution of Normalizing Flow for Anomaly Detection.

Yeongmin Kim, Huiwon Jang, Dongkeon Lee, Ho-Jin Choi

CoRR, 2022