activity
20192026
most citedDensity of States Estimation for Out-of-Distribution Detection

14 citations · 16 across the 11 of their papers we have counts for

collaborators

15 papers

cs.CV2026

Memory-Guided B-Roll Generation from User Video Collections

Cusuh Ham, Fabian Caba Heilbron, Josef Sivic +1

We introduce an approach for collection-grounded B-roll sequence generation. Given a user's video collection, a directive given in natural language, and a target duration, the goal…

cs.CV2026

FAGER: Factually Grounded Evaluation and Refinement of Text-to-Image Models

Youngsun Lim, Cusuh Ham, Pin-Yu Chen +1

Existing text-to-image (T2I) evaluation metrics mainly assess whether generated images align with information explicitly stated in the prompt, but often fail to capture factual req…

cs.CV2026

ID-Sim: An Identity-Focused Similarity Metric

Julia Chae, Nicholas Kolkin, Jui-Hsien Wang +3

Humans have remarkable selective sensitivity to identities -- easily distinguishing between highly similar identities, even across significantly different contexts such as diverse…

cs.CV2026

TRACE: Object Motion Editing in Videos with First-Frame Trajectory Guidance

Quynh Phung, Long Mai, Cusuh Ham +3

We study object motion path editing in videos, where the goal is to alter a target object's trajectory while preserving the original scene content. Unlike prior video editing metho…

cs.CV2026

TokenDial: Continuous Attribute Control for Text-to-Video Generation in Visual Dial Space

Zhixuan Liu, Peter Schaldenbrand, Yijun Li +5

In video diffusion transformers, visual patch tokens maintain explicit correspondence to space and time. We hypothesize that their channel dimension can serve as a semantic control…

cs.CV2026

DreamLoop: Controllable Cinemagraph Generation from a Single Photograph

Aniruddha Mahapatra, Long Mai, Cusuh Ham +1

Cinemagraphs, which combine static photographs with selective, looping motion, offer unique artistic appeal. Generating them from a single photograph in a controllable manner is pa…