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46 pages

Daily Publication

Daily Publication

MR. Video: “MapReduce” is the Principle for Long Video Understanding

Map for dense short clip perception and Reduce for joint aggregation

Daily Publication

Φ-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation

foresight sampling for better efficiency and accuracy

Daily Publication

Memory-enhanced Retrieval Augmentation for Long Video Understanding

Train a memory model for long video understanding

Daily Publication

VACE: Video Tasks within an All-in-one Framework for Creation and Editing

A unified model for video generation and editing

Daily Publication

Answer, Refuse, or Guess? Investigating Risk-Aware Decision Making in Language Models

Train an LLM to build a multi-agent system