WB
Wonmin Byeon
cs.CVcs.LGcs.AIcs.CLcs.SDeess.AScs.GRphysics.comp-phcs.MMcs.NA
On Valency
published · living versionsW_xgra3rkn·v1 · currentpublished
You don't need long context
with Peter Belcak, Saurav Muralidharan, Jindong Jiang, Yonggan Fu +7
1 version
W_g5evqafh·v1published
Preprints & journals
35 papers in the corpus · 2015–2026Scaling Parallel Sequence Models to Foundation-Scale Vision Encoders2606.00746v1 · Yitong Jiang, Hongjun Wang, Collin McCarthy et al.2026 · 0 citationsarXiv
Stateful Token Reduction for Long-Video Hybrid VLMs2603.00198v2 · Jindong Jiang, Amala Sanjay Deshmukh, Kateryna Chumachenko et al.2026 · 0 citationsarXiv
Demystifying Data-Driven Probabilistic Medium-Range Weather Forecasting2601.18111v1 · Jean Kossaifi, Nikola Kovachki, Morteza Mardani et al.2026 · 0 citationsarXiv
MKG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation2512.20136v3 · Hyeongcheol Park, Jiyoung Seo, Jaewon Mun et al.2025 · 0 citationsarXiv
GSPN-2: Efficient Parallel Sequence Modeling2512.07884v1 · Hongjun Wang, Yitong Jiang, Collin McCarthy et al.2025 · 0 citationsarXiv
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models2511.18890v1 · Yonggan Fu, Xin Dong, Shizhe Diao et al.2025 · 0 citationsarXiv
NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model2508.14444v4 · NVIDIA: Aarti Basant, Abhijit Khairnar, Abhijit Paithankar et al.2025 · 0 citationsarXiv
Eagle 2.5: Boosting Long-Context Post-Training for Frontier Vision-Language Models2504.15271v1 · Guo Chen, Zhiqi Li, Shihao Wang et al.2025 · 7 citationsarXiv
Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models2504.03624v4 · NVIDIA: Aaron Blakeman, Aarti Basant, Abhinav Khattar et al.2025 · 0 citationsarXiv
STORM: Token-Efficient Long Video Understanding for Multimodal LLMs2503.04130v4 · Jindong Jiang, Xiuyu Li, Zhijian Liu et al.2025 · 3 citationsarXiv
Feature-based Graph Attention Networks Improve Online Continual Learning2502.09143v1 · Adjovi Sim, Zhengkui Wang, Aik Beng Ng et al.2025 · 0 citationsarXiv
Parallel Sequence Modeling via Generalized Spatial Propagation Network2501.12381v1 · Hongjun Wang, Wonmin Byeon, Jiarui Xu et al.2025 · 3 citationsarXiv
Hymba: A Hybrid-head Architecture for Small Language Models2411.13676v1 · Xin Dong, Yonggan Fu, Shizhe Diao et al.2024 · 2 citationsarXiv
An Empirical Study of Mamba-based Language Models2406.07887v1 · Roger Waleffe, Wonmin Byeon, Duncan Riach et al.2024 · 19 citationsarXiv
Robust sound-guided image manipulation.38636319 · Lee, Seung Hyun, Chi, Hyung-Gun, Oh, Gyeongrok et al.2024 · 7 citationsNeural networks : the official journal of the International Neural Network Society. 2024;175:106271
RegionGPT: Towards Region Understanding Vision Language Model2403.02330v1 · Qiushan Guo, Shalini De Mello, Hongxu Yin et al.2024 · 49 citationsarXiv
MEVG: Multi-event Video Generation with Text-to-Video Models2312.04086v2 · Gyeongrok Oh, Jaehwan Jeong, Sieun Kim et al.2023 · 11 citationsarXiv
Convolutional State Space Models for Long-Range Spatiotemporal Modeling2310.19694v1 · Jimmy T.H. Smith, Shalini De Mello, Jan Kautz et al.2023 · 19 citationsarXiv
The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion2309.04509v1 · Yujin Jeong, Wonjeong Ryoo, Seunghyun Lee et al.2023 · 27 citationsarXiv
Heterogeneous Continual Learning2306.08593v1 · Divyam Madaan, Hongxu Yin, Wonmin Byeon et al.2023 · 8 citationsarXiv
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models2303.04803v4 · Jiarui Xu, Sifei Liu, Arash Vahdat et al.2023 · 374 citationsarXiv
LISA: Localized Image Stylization with Audio via Implicit Neural Representation2211.11381v1 · Seung Hyun Lee, Chanyoung Kim, Wonmin Byeon et al.2022 · 0 citationsarXiv
Robust Sound-Guided Image Manipulation2208.14114v3 · Seung Hyun Lee, Gyeongrok Oh, Wonmin Byeon et al.2022 · 7 citationsarXiv
Sound-Guided Semantic Video Generation2204.09273v4 · Seung Hyun Lee, Gyeongrok Oh, Wonmin Byeon et al.2022 · 20 citationsarXiv
Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations2202.12358v1 · Benjamin Wu, Oliver Hennigh, Jan Kautz et al.2022 · 17 citationsarXiv
GroupViT: Semantic Segmentation Emerges from Text Supervision2202.11094v5 · Jiarui Xu, Shalini De Mello, Sifei Liu et al.2022 · 467 citationsarXiv
Sound-Guided Semantic Image Manipulation2112.00007v1 · Seung Hyun Lee, Wonseok Roh, Wonmin Byeon et al.2021 · 44 citationsarXiv
Scaling-up Diverse Orthogonal Convolutional Networks with a Paraunitary Framework2106.09121v1 · Jiahao Su, Wonmin Byeon, Furong Huang2021 · 2 citationsarXiv
Weakly-Supervised Physically Unconstrained Gaze Estimation2105.09803v1 · Rakshit Kothari, Shalini De Mello, Umar Iqbal et al.2021 · 46 citationsarXiv
NVIDIA SimNet^TM: an AI-accelerated multi-physics simulation framework2012.07938v1 · Oliver Hennigh, Susheela Narasimhan, Mohammad Amin Nabian et al.2020 · 44 citationsarXiv
Displacement-Invariant Cost Computation for Efficient Stereo Matching2012.00899v1 · Yiran Zhong, Charles Loop, Wonmin Byeon et al.2020 · 6 citationsarXiv
Convolutional Tensor-Train LSTM for Spatio-temporal Learning2002.09131v5 · Jiahao Su, Wonmin Byeon, Jean Kossaifi et al.2020 · 104 citationsarXiv
Data-driven forecasting of high-dimensional chaotic systems with long short-term memory networks.29887750 · Vlachas, Pantelis R, Byeon, Wonmin, Wan, Zhong Y et al.2024 · 509 citationsProceedings. Mathematical, physical, and engineering sciences. 2018;474(2213):20170844
ContextVP: Fully Context-Aware Video Prediction1710.08518v3 · Wonmin Byeon, Qin Wang, Rupesh Kumar Srivastava et al.2017 · 139 citationsarXiv
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation1506.07452v1 · Marijn F. Stollenga, Wonmin Byeon, Marcus Liwicki et al.2015 · 244 citationsarXiv
Career total: 61 works. 35 are in this corpus.
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