Pavlo Molchanov PRO

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upvoted 15 papers 7 days ago

NVIDIA Nemotron Nano V2 VL

Paper • 2511.03929 • Published Nov 6, 2025 • 29

DoRA: Weight-Decomposed Low-Rank Adaptation

Paper • 2402.09353 • Published Feb 14, 2024 • 31

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

Paper • 2509.25182 • Published Sep 29, 2025 • 38

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

Paper • 2512.20848 • Published Dec 23, 2025 • 37

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

Paper • 2507.16815 • Published Jul 22, 2025 • 41

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

Paper • 2506.15681 • Published Jun 18, 2025 • 41

RLP: Reinforcement as a Pretraining Objective

Paper • 2510.01265 • Published Sep 26, 2025 • 43

NitroGen: An Open Foundation Model for Generalist Gaming Agents

Paper • 2601.02427 • Published 30 days ago • 44

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

Paper • 2509.24695 • Published Sep 29, 2025 • 45

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

Paper • 2512.17012 • Published Dec 18, 2025 • 46

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

Paper • 2601.09708 • Published 20 days ago • 51

Fast-dLLM v2: Efficient Block-Diffusion LLM

Paper • 2509.26328 • Published Sep 30, 2025 • 57

Motion Attribution for Video Generation

Paper • 2601.08828 • Published 21 days ago • 70

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

Paper • 2510.11696 • Published Oct 13, 2025 • 180

LongLive: Real-time Interactive Long Video Generation

Paper • 2509.22622 • Published Sep 26, 2025 • 187

upvoted a paper 8 days ago

TiDAR: Think in Diffusion, Talk in Autoregression

Paper • 2511.08923 • Published Nov 12, 2025 • 126

authored 4 papers 12 days ago

Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2, 2025 • 23

LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement

Paper • 2504.16053 • Published Apr 22, 2025

Minifinetuning: Low-Data Generation Domain Adaptation through Corrective Self-Distillation

Paper • 2506.15702 • Published May 30, 2025

Scaling RL to Long Videos

Paper • 2507.07966 • Published Jul 10, 2025 • 160