Papers1055

EasyV2V is a simple but powerful system that edits videos by following plain-language instructions like “make the shirt blue starting at 2 seconds.”

AuditDM is a friendly 'auditor' model that hunts for where vision-language models get things wrong and then creates the right practice to fix them.

AdaTooler-V teaches an image-and-video AI to first ask, “Do I really need a tool?” before using one, which saves time and boosts accuracy.

StereoPilot is a new AI that turns regular 2D videos into 3D (stereo) videos quickly and with high quality.

This paper builds a foundation model called DAP that estimates real-world (metric) depth from any 360° panorama, indoors or outdoors.

The paper studies why two opposite-sounding tricks in RL for reasoning—adding random (spurious) rewards and reducing randomness (entropy)—can both seem to help large language models think better.

This paper builds a new test, LongShOTBench, to check if AI can truly understand long videos by using sight, speech, and sounds together.

AniX is a system that lets you place any character into any 3D world and control them with plain language, like “run forward” or “play a guitar.”

Alchemist is a smart data picker for training text-to-image models that learns which pictures and captions actually help the model improve.

FlashPortrait makes talking-portrait videos that keep a person’s identity steady for as long as you want—minutes or even hours.

Reward models are like scorekeepers that tell AI which answers people like more, and this paper builds the first big test for scorekeepers that judge both pictures and words together.

RePlan is a plan-then-execute system that first figures out exactly where to edit in a picture and then makes clean changes there.