… The pursuit of controllability as a higher standard of visual content creation has yielded …
in customizable image synthesis. However, achieving controllable video synthesis remains …

… Video synthesis has numerous … motion) to human-robot interaction (eg, motion prediction).
Despite the photo-realistic results of modern image synthesis models [38], video synthesis is …

… controllable motion is a pivotal challenge in video synthesis. We propose Boximator, a new
approach for fine-grained motion … the object’s position, shape, or motion path in future frames. …

… motion controllability of MCDiff against II2V [7] and iPOKE [6], the state-of-the-art stroke-guided
controllable video synthesis … to generate video sequences with the motions more faithfully …

… Pose Guider, encoding motion control signals for achieving controllable character movements; …
the continuity of character motion. ReferenceNet. In text-to-video tasks, textual prompts ar…

… motions even if the input signal is the same. Data-driven modelling and synthesis of motion
… This paper introduces a new class of probabilistic, generative, and controllable motion-data …

… are conditioned on the previous frames, future video motions are unconditionally generated,
which is inappropriate for the motion controllable video synthesis that HVMT concerns. …

… have led to impressive results in image and video synthesis. Typical forms of such models, …
in-plane motion of the object, resizing it would lead to the depth away/towards motion, and …

… Given the first frame and sparse motion trajectories specified by users, our model can
synthesize a video with corresponding appearance and motion. We propose to combine the …

… is, we transfer the motion difference between neighboring frames instead of the absolution
motion. … Therefore, it is important to capture fine-grained details in face video synthesis, which …