Pavlo Molchanov PRO

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upvoted 15 papers 27 days ago

NVIDIA Nemotron Nano V2 VL

Paper • 2511.03929 • Published Nov 6, 2025 • 30

DoRA: Weight-Decomposed Low-Rank Adaptation

Paper • 2402.09353 • Published Feb 14, 2024 • 32

DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder

Paper • 2509.25182 • Published Sep 29, 2025 • 39

Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning

Paper • 2512.20848 • Published Dec 23, 2025 • 38

ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning

Paper • 2507.16815 • Published Jul 22, 2025 • 42

GenRecal: Generation after Recalibration from Large to Small Vision-Language Models

Paper • 2506.15681 • Published Jun 18, 2025 • 42

RLP: Reinforcement as a Pretraining Objective

Paper • 2510.01265 • Published Sep 26, 2025 • 44

NitroGen: An Open Foundation Model for Generalist Gaming Agents

Paper • 2601.02427 • Published Jan 4 • 45

SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer

Paper • 2509.24695 • Published Sep 29, 2025 • 46

4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation

Paper • 2512.17012 • Published Dec 18, 2025 • 47

Fast-ThinkAct: Efficient Vision-Language-Action Reasoning via Verbalizable Latent Planning

Paper • 2601.09708 • Published Jan 14 • 53

Fast-dLLM v2: Efficient Block-Diffusion LLM

Paper • 2509.26328 • Published Sep 30, 2025 • 58

Motion Attribution for Video Generation

Paper • 2601.08828 • Published Jan 13 • 71

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Paper • 2510.11696 • Published Oct 13, 2025 • 181

LongLive: Real-time Interactive Long Video Generation

Paper • 2509.22622 • Published Sep 26, 2025 • 188

upvoted a paper 28 days ago

TiDAR: Think in Diffusion, Talk in Autoregression

Paper • 2511.08923 • Published Nov 12, 2025 • 128

upvoted a collection about 1 month ago

NVIDIA Nemotron v3

Collection

Open, Production-ready Enterprise Models • 7 items • Updated about 4 hours ago • 144

upvoted a paper about 2 months ago

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published Jan 8 • 227

upvoted 2 papers 3 months ago

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published Nov 26, 2025 • 124

Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models

Paper • 2511.18890 • Published Nov 24, 2025 • 35