AG
Aditya Grover
cs.LGcs.AIcs.CVstat.MLcs.CLcs.NEcs.ROphysics.ao-phcs.ITcs.MA
On Valency
published · living versionsW_qm6rzwyn·v1 · currentpublished
Nemotron-Labs-Diffusion-Uni: Elastic Self-Refining Unified Diffusion LLM with Cross-Paradigm On-Policy Distillation
with Shufan Li, Hanrong Ye, Greg Heinrich, Yonggan Fu +3
1 version
Preprints & journals
104 papers in the corpus · 2016–2026When Do We Need On-Policy Distillation? Distilling on Offline Student Rollouts Is Often Better2610.11291v1 · Siyan Zhao, Yonggan Fu, Jindong Jiang et al.2026 · 0 citationsarXiv
Artificial intelligence pathways from weather to climate2610.09770v1 · Tom Beucler, J. David Neelin, Hui Su et al.2026 · 0 citationsarXiv
A Probabilistic Interpretation of KV Cache Eviction2608.28293v1 · Renato Geh, Alex Chen, Daniel Israel 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
Self-Speculation for Faster Reasoning Models2608.20359v1 · Ravisri Valluri, Tung Nguyen, Aditya Grover2026 · 0 citationsarXiv
Guidance Contrastive Token Credit Assignment for Discrete Policy Optimization2605.29198v2 · Shufan Li, Konstantinos Kallidromitis, Akash Gokul et al.2026 · 0 citationsarXiv
SNCE: Geometry-Aware Supervision for Scalable Discrete Image Generation2603.15150v1 · Shufan Li, Jiuxiang Gu, Kangning Liu et al.2026 · 0 citationsarXiv
LaViDa-R1: Advancing Reasoning for Unified Multimodal Diffusion Language Models2602.14147v2 · Shufan Li, Yuchen Zhu, Jiuxiang Gu et al.2026 · 0 citationsarXiv
Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models2601.18734v3 · Siyan Zhao, Zhihui Xie, Mengchen Liu et al.2026 · 0 citationsarXiv
Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models2512.14008v2 · Shufan Li, Jiuxiang Gu, Kangning Liu et al.2025 · 0 citationsarXiv
MobileWorldBench: Towards Semantic World Modeling For Mobile Agents2512.14014v2 · Shufan Li, Konstantinos Kallidromitis, Akash Gokul et al.2025 · 0 citationsarXiv
Accelerating Inference of Masked Image Generators via Reinforcement Learning2512.01094v1 · Pranav Subbaraman, Shufan Li, Siyan Zhao et al.2025 · 0 citationsarXiv
From Masks to Worlds: A Hitchhiker's Guide to World Models2510.20668v1 · Jinbin Bai, Yu Lei, Hecong Wu et al.2025 · 0 citationsarXiv
Planned Diffusion2510.18087v2 · Daniel Israel, Tian Jin, Ellie Cheng et al.2025 · 0 citationsarXiv
OmniCast: A Masked Latent Diffusion Model for Weather Forecasting Across Time Scales2510.18707v1 · Tung Nguyen, Tuan Pham, Troy Arcomano et al.2025 · 1 citationarXiv
HoneyBee: Data Recipes for Vision-Language Reasoners2510.12225v2 · Hritik Bansal, Devendra Singh Sachan, Kai-Wei Chang et al.2025 · 0 citationsarXiv
The Pitfalls of KV Cache Compression2510.00231v2 · Alex Chen, Renato Geh, Aditya Grover et al.2025 · 0 citationsarXiv
Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation2509.19244v3 · Shufan Li, Jiuxiang Gu, Kangning Liu et al.2025 · 0 citationsarXiv
Inpainting-Guided Policy Optimization for Diffusion Large Language Models2509.10396v1 · Siyan Zhao, Mengchen Liu, Jing Huang et al.2025 · 0 citationsarXiv
IndiaWeatherBench: A Dataset and Benchmark for Data-Driven Regional Weather Forecasting over India2509.00653v1 · Tung Nguyen, Harkanwar Singh, Nilay Naharas et al.2025 · 0 citationsarXiv
Iceberg: Enhancing HLS Modeling with Synthetic Data2507.09948v2 · Zijian Ding, Tung Nguyen, Weikai Li et al.2025 · 1 citationarXiv
PhysiX: A Foundation Model for Physics Simulations2506.17774v2 · Tung Nguyen, Arsh Koneru, Shufan Li et al.2025 · 0 citationsarXiv
PredGen: Accelerated Inference of Large Language Models through Input-Time Speculation for Real-Time Speech Interaction2506.15556v2 · Shufan Li, Aditya Grover2025 · 0 citationsarXiv
Mercury: Ultra-Fast Language Models Based on Diffusion2506.17298v1 · Inception Labs, Samar Khanna, Siddhant Kharbanda et al.2025 · 1 citationarXiv
OpenThoughts: Data Recipes for Reasoning Models2506.04178v2 · Etash Guha, Ryan Marten, Sedrick Keh et al.2025 · 1 citationarXiv
Accelerating Diffusion LLMs via Adaptive Parallel Decoding2506.00413v2 · Daniel Israel, Guy Van den Broeck, Aditya Grover2025 · 1 citationarXiv
LaViDa: A Large Diffusion Language Model for Multimodal Understanding2505.16839v4 · Shufan Li, Konstantinos Kallidromitis, Hritik Bansal et al.2025 · 8 citationsarXiv
d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning2504.12216v2 · Siyan Zhao, Devaansh Gupta, Qinqing Zheng et al.2025 · 3 citationsarXiv
WaterFlow: Learning Fast & Robust Watermarks using Stable Diffusion2504.12354v3 · Vinay Shukla, Prachee Sharma, Ryan Rossi et al.2025 · 0 citationsarXiv
Multi-fidelity Reinforcement Learning Control for Complex Dynamical Systems2504.05588v1 · Luning Sun, Xin-Yang Liu, Siyan Zhao et al.2025 · 0 citationsarXiv
When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoning2504.01005v2 · Nishad Singhi, Hritik Bansal, Arian Hosseini et al.2025 · 0 citationsarXiv
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection2503.12271v1 · Shufan Li, Konstantinos Kallidromitis, Akash Gokul et al.2025 · 4 citationsarXiv
VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation2503.06800v1 · Hritik Bansal, Clark Peng, Yonatan Bitton et al.2025 · 1 citationarXiv
Enabling Autoregressive Models to Fill In Masked Tokens2502.06901v1 · Daniel Israel, Aditya Grover, Guy Van den Broeck2025 · 0 citationsarXiv
MedMax: Mixed-Modal Instruction Tuning for Training Biomedical Assistants2412.12661v2 · Hritik Bansal, Daniel Israel, Siyan Zhao et al.2024 · 0 citationsarXiv
OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows2412.01169v2 · Shufan Li, Konstantinos Kallidromitis, Akash Gokul et al.2024 · 7 citationsarXiv
Online Intrinsic Rewards for Decision Making Agents from Large Language Model Feedback2410.23022v4 · Qinqing Zheng, Mikael Henaff, Amy Zhang et al.2024 · 0 citationsarXiv
PopAlign: Population-Level Alignment for Fair Text-to-Image Generation2406.19668v1 · Shufan Li, Harkanwar Singh, Aditya Grover2024 · 0 citationsarXiv
LICO: Large Language Models for In-Context Molecular Optimization2406.18851v2 · Tung Nguyen, Aditya Grover2024 · 2 citationsarXiv
Probing the Decision Boundaries of In-context Learning in Large Language Models2406.11233v3 · Siyan Zhao, Tung Nguyen, Aditya Grover2024 · 4 citationsarXiv
VideoPhy: Evaluating Physical Commonsense for Video Generation2406.03520v2 · Hritik Bansal, Zongyu Lin, Tianyi Xie et al.2024 · 2 citationsarXiv
TALC: Time-Aligned Captions for Multi-Scene Text-to-Video Generation2405.04682v4 · Hritik Bansal, Yonatan Bitton, Michal Yarom et al.2024 · 2 citationsarXiv
Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models2404.09529v1 · Siyan Zhao, Daniel Israel, Guy Van den Broeck et al.2024 · 0 citationsarXiv
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization2404.00530v2 · Hritik Bansal, Ashima Suvarna, Gantavya Bhatt et al.2024 · 1 citationarXiv
Scaling Vision-and-Language Navigation With Offline RL2403.18454v1 · Valay Bundele, Mahesh Bhupati, Biplab Banerjee et al.2024 · 0 citationsarXiv
Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data2402.05892v5 · Shufan Li, Harkanwar Singh, Aditya Grover2024 · 80 citationsarXiv
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction2402.00712v5 · Juan Nathaniel, Yongquan Qu, Tung Nguyen et al.2024 · 7 citationsarXiv
InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following2312.06738v4 · Shufan Li, Harkanwar Singh, Aditya Grover2023 · 1 citationarXiv
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting2312.03876v2 · Tung Nguyen, Rohan Shah, Hritik Bansal et al.2023 · 44 citationsarXiv
Guided Flows for Generative Modeling and Decision Making2311.13443v2 · Qinqing Zheng, Matt Le, Neta Shaul et al.2023 · 1 citationarXiv
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