Single-view 3D reconstruction methods like Triplane Gaussian Splatting (TGS) have enabled high-quality 3D model generation from just a single image input within seconds.

It is crucial for accelerating network training and reducing data storage requirements.

Specifically, multiple target attributes are flexibly obtained by a pre-trained visual question answering (VQA) model.

Continuous allocation tasks are a class of problems where an agent needs to distribute a limited amount of resources over a set of entities at each time step.

Our findings reveal that even small collectives (controlling less than 0.01% of the training data) can achieve up to