GH
Greg Heinrich
cs.CVcs.AIcs.LGcs.CLcs.ROstat.ML
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_qm6rzwyn·v1published
Preprints & journals
18 papers in the corpus · 2019–2026RADIO1D: Elastic Representations for Condensed Vision Modeling2607.03624v1 · Greg Heinrich, Mike Ranzinger, Collin McCarthy et al.2026 · 0 citationsarXiv
Nemotron-Labs-Diffusion-Image: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis2606.29814v2 · Shufan Li, Greg Heinrich, Hanrong Ye et al.2026 · 0 citationsarXiv
Nemotron 3 Nano Omni: Efficient and Open Multimodal Intelligence2604.24954v2 · NVIDIA: Amala Sanjay Deshmukh, Kateryna Chumachenko, Tuomas Rintamaki et al.2026 · 1 citationarXiv
C-RADIOv4 (Tech Report)2601.17237v1 · Mike Ranzinger, Greg Heinrich, Collin McCarthy et al.2026 · 0 citationsarXiv
NVIDIA Nemotron Nano V2 VL2511.03929v2 · NVIDIA: Amala Sanjay Deshmukh, Kateryna Chumachenko, Tuomas Rintamaki et al.2025 · 0 citationsarXiv
Alpamayo-R1: Bridging Reasoning and Action Prediction for Generalizable Autonomous Driving in the Long Tail2511.00088v2 · NVIDIA: Yan Wang, Wenjie Luo, Junjie Bai et al.2025 · 1 citationarXiv
Small Language Models are the Future of Agentic AI2506.02153v3 · Peter Belcak, Greg Heinrich, Shizhe Diao et al.2025 · 18 citationsarXiv
FeatSharp: Your Vision Model Features, Sharper2502.16025v2 · Mike Ranzinger, Greg Heinrich, Pavlo Molchanov et al.2025 · 0 citationsarXiv
RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models2412.07679v2 · Greg Heinrich, Mike Ranzinger, Hongxu (Danny) Yin et al.2024 · 27 citationsarXiv
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge2411.12915v3 · Vishwesh Nath, Wenqi Li, Dong Yang et al.2024 · 32 citationsarXiv
PHI-S: Distribution Balancing for Label-Free Multi-Teacher Distillation2410.01680v1 · Mike Ranzinger, Jon Barker, Greg Heinrich et al.2024 · 0 citationsarXiv
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models2409.17481v2 · Gongfan Fang, Hongxu Yin, Saurav Muralidharan et al.2024 · 16 citationsarXiv
A deeper look at depth pruning of LLMs2407.16286v1 · Shoaib Ahmed Siddiqui, Xin Dong, Greg Heinrich et al.2024 · 0 citationsarXiv
Flextron: Many-in-One Flexible Large Language Model2406.10260v2 · Ruisi Cai, Saurav Muralidharan, Greg Heinrich et al.2024 · 0 citationsarXiv
AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One2312.06709v5 · Mike Ranzinger, Greg Heinrich, Jan Kautz et al.2023 · 57 citationsProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 12490-12500
FasterViT: Fast Vision Transformers with Hierarchical Attention2306.06189v2 · Ali Hatamizadeh, Greg Heinrich, Hongxu Yin et al.2023 · 54 citationsarXiv
Global Context Vision Transformers2206.09959v5 · Ali Hatamizadeh, Hongxu Yin, Greg Heinrich et al.2022 · 99 citationsarXiv
Metaoptimization on a Distributed System for Deep Reinforcement Learning1902.02725v1 · Greg Heinrich, Iuri Frosio2019 · 2 citationsarXiv
Career total: 18 works. 18 are in this corpus.
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