Recent studies have shown promising results on utilizing large pre-trained image-language models for video question answering.

Reasoning over TKGs has two challenges: 1.

Pre-trained large text-to-image models synthesize impressive images with an appropriate use of text prompts.

Breakthroughs, discoveries, and DIY tips sent six days a week. Whether it's the ocean's deepest hydrothermal vents or tall mountain peaks, bacteria is likely surviving and thriving. Ice caves can host a wide variety of microorganisms and offer biologists a bevy of genetic diversity that still has to be studied. And it could help save lives. A team of scientists in Romania tested antibiotic resistance profiles with a bacterial strain that was hidden in a 5,000-year-old layer of ice inside an underground ice cave.

Deep learning practice is increasingly driven by powerful foundation models (FM), pre-trained at scale and then fine-tuned for specific tasks of interest.

The concept of "incidental correlations" is derived from the notion of incidental endogeneity [