Edited endpoint images make the target of an image-to-video transition explicit and can improve transition completion, but also preserve context in the source image's layout. Full-frame endpoint conditioning turns this preserved context into requirements on the video's final state, potentially inducing temporal artifac...
Inference-time steering combines pretrained diffusion experts or rewards without retraining by changing the dynamics that transport noise to data. Feynman-Kac correction compensates for proposal mismatch through importance-weighted sequential Monte Carlo (SMC), whose finite-particle behavior depends on the proposal. Va...
Ziseok Lee, JaeHyeong Kim, Seungwon Kim et al.· 0 citations
SurfSpec is introduced, an off-target-agnostic lead optimization framework that iteratively grows ligands toward under-occupied regions of the target pocket surface that reduces geometric mismatch and outperforms evaluated off-target-agnostic lead optimization baselines in empirical specificity, while maintaining compe...
Mi-Nyeong Hwang, Yoorim Gang, Ziseok Lee et al.· 0 citations
PatchGate is proposed, a training-free framework that extracts prompt-free object evidence intrinsic to a frozen VLM before generation and uses it to narrow the gap between an intrinsic object set and final object mentions.
Jihyung Ko, Eunji Jung, Hyeongsub Kim et al.· 0 citations
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