Maghav Kumar

Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning?

Combinatorial optimization is frequently used in computer vision. For instance, in applications like semantic segmentation, human pose estimation and action recognition, programs are formulated for solving inference in Conditional Random Fields (CRFs) to produce a structured output that is consisten…