When Do We Need On-Policy Distillation? Distilling on Offline Student Rollouts Is Often Better Paper • 2610.11291 • Published Oct 8 • 26
Less from More: Reinforcing Sparse Video Reasoning from Dense References Paper • 2610.10893 • Published Oct 7 • 9
Kandinsky 6.0 Video: Foundation Models for Synchronized Video and Audio Generation Paper • 2610.05608 • Published Oct 4 • 161
RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published Oct 1 • 43
BVD: Big Video Dataset Collection A 10-Million-Hour Open Video Dataset for Multimodal Pre-training • 11 items • Updated Aug 26 • 9
Online Draft Co-Training for Speculative Decoding in Large-Scale, Long-Context RL Post-Training Paper • 2609.07108 • Published 12 days ago • 18
TLive-Omni: An Omni-Modal Understanding Model for E-Commerce Live Streaming Paper • 2608.20958 • Published Aug 21 • 60
PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models Paper • 2606.19534 • Published Jun 17 • 66
NVIDIA Nemotron V2 Collection Open, Production-ready Enterprise Models. Nvidia Open Model license. • 9 items • Updated 1 day ago • 109
Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs Paper • 2510.18876 • Published Oct 21, 2025 • 37
Nemotron-Pre-Training-Datasets Collection Large scale pre-training datasets used in the Nemotron family of models. • 17 items • Updated 1 day ago • 200