Elephant in the Fridge: Constant-Memory Frame Packing for Long Video Understanding Paper • 2610.16118 • Published 7 days ago • 23
PolyOCR-Venus: Unified OCR Foundation Models for Text-Centric Visual Intelligence Paper • 2609.37712 • Published 20 days ago • 37
Realtime-Venus: A full-duplex interaction system with asynchronous delegation Paper • 2609.13814 • Published Sep 12 • 199
Stage-adaptive Token Selection for Efficient Omni-modal LLMs Paper • 2605.20035 • Published May 19 • 8
SAVE: Speech-Aware Video Representation Learning for Video-Text Retrieval Paper • 2603.08224 • Published Mar 9 • 2
OmniPro: A Comprehensive Benchmark for Omni-Proactive Streaming Video Understanding Paper • 2605.18577 • Published May 18 • 6