3 citations · 5 across the 9 of their papers we have counts for
4 papers · 1 filter
Agentic-DPO: From Imitation to Agentic Policy Optimization on Expert Trajectories
Yixiong Chen, Alan Yuille
Large Language Model (LLM) agents are commonly trained from expert trajectories using supervised fine-tuning (SFT), which treats multi-turn agent behavior as ordinary text imitatio…
Frequency-Aware Flow Matching for High-Quality Image Generation
Sucheng Ren, Qihang Yu, Ju He +3
Flow matching models have emerged as a powerful framework for realistic image generation by learning to reverse a corruption process that progressively adds Gaussian noise. However…
A Very Big Video Reasoning Suite
Maijunxian Wang, Ruisi Wang, Juyi Lin +53
Rapid progress in video models has largely focused on visual quality, leaving their reasoning capabilities underexplored. Video reasoning grounds intelligence in spatiotemporally c…
Computer Vision and Its Relationship to Cognitive Science: A perspective from Bayes Decision Theory
Alan Yuille, Daniel Kersten
This document presents an introduction to computer vision, and its relationship to Cognitive Science, from the perspective of Bayes Decision Theory (Berger 1985). Computer vision i…