Small Language Models are the Future of Agentic AI
Paper • 2506.02153 • Published • 25
AI & ML interests
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pmolchanov
authored 20
papers 9 months ago
LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement
Paper • 2504.16053 • Published
Minifinetuning: Low-Data Generation Domain Adaptation through Corrective Self-Distillation
Paper • 2506.15702 • Published
Scaling RL to Long Videos
Paper • 2507.07966 • Published • 160
FeatSharp: Your Vision Model Features, Sharper
Paper • 2502.16025 • Published
Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
Paper • 2507.12507 • Published • 1
NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
Paper • 2508.14444 • Published • 51
FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting
Paper • 2506.04174 • Published
Universal Deep Research: Bring Your Own Model and Strategy
Paper • 2509.00244 • Published • 14
3D Aware Region Prompted Vision Language Model
Paper • 2509.13317 • Published • 14
BroRL: Scaling Reinforcement Learning via Broadened Exploration
Paper • 2510.01180 • Published • 21
Fast-dLLM v2: Efficient Block-Diffusion LLM
Paper • 2509.26328 • Published • 60
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
Paper • 2507.14204 • Published
OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
Paper • 2510.15870 • Published • 93
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning
Paper • 2510.15110 • Published • 18
ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge
Paper • 2510.18941 • Published • 13
NVIDIA Nemotron Nano V2 VL
Paper • 2511.03929 • Published • 32
TiDAR: Think in Diffusion, Talk in Autoregression
Paper • 2511.08923 • Published • 130
Nemotron Elastic: Towards Efficient Many-in-One Reasoning LLMs
Paper • 2511.16664 • Published • 30
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models
Paper • 2511.18890 • Published • 37