Abstract Abstract Visual Reasoning (AVR) problems are commonly used to approximate
human intelligence. They test the ability of applying previously gained knowledge …

Analogical reasoning enables agents to extract relevant information from scenes, and
efficiently navigate them in familiar ways. While progressive-matrix problems (PMPs) are …

Alternatively inferring on the visual facts and commonsense is fundamental for an advanced
visual question answering (VQA) system. This ability requires models to go beyond the …

Program induction serves as one way to analog the ability of human thinking. However,
existing methods could only tackle the task under simple scenarios (Fig~\ref {fig …

Non-representational art–such as works by Wassily Kandinsky, Joan Mitchell, Willem de
Kooning, etc.–showcases diverse artistic expressions and challenges viewers with its …