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CausalAlign: Causal Alignment of Video Generation Models for Consistent Ego-Motion

Diffusion-based video generation models (VGMs) can produce visually plausible videos, yet their camera ego-motion often drifts over long horizons. Camera ego-motion determines how the viewpoint change

–Rank now
#13Peak rank
2Days on list
–Score · 7d
Oct 27, 2026First seen

About CausalAlign: Causal Alignment of Video Generation Models for Consistent Ego-Motion

Diffusion-based video generation models (VGMs) can produce visually plausible videos, yet their camera ego-motion often drifts over long horizons. Camera ego-motion determines how the viewpoint change

Details from Hugging Face ↗.

Trending history

CausalAlign: Causal Alignment of Video Generation Models for Consistent Ego-Motion was first seen on Hugging Face · Daily papers on Oct 27, 2026. Since then it has appeared in 5 checks on 2 different days. Its best position was #13 of 30, reached on Oct 28, 01:28 UTC. It dropped off the list after Oct 28, 01:28 UTC.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 17:2819:2821:2823:2801:28 Oct 27, 17:28 UTC · #25Oct 27, 19:28 UTC · #23Oct 27, 21:28 UTC · #20Oct 27, 23:28 UTC · #18Oct 28, 01:28 UTC · #13

Last 14 days

Best rank per day (UTC).

Oct 26today

Metric history

Platform metric as reported by Hugging Face.

04913 17:2819:2821:2823:2801:28 Oct 27, 17:28 UTC · 9Oct 27, 19:28 UTC · 9Oct 27, 21:28 UTC · 9Oct 27, 23:28 UTC · 9Oct 28, 01:28 UTC · 13

Questions

Is CausalAlign: Causal Alignment of Video Generation Models for Consistent Ego-Motion trending on HF Daily Papers right now?

Not at the moment. It was last on the list on Oct 28, 01:28 UTC, after 2 days of trending.

What is the highest rank CausalAlign: Causal Alignment of Video Generation Models for Consistent Ego-Motion reached?

#13 on Hugging Face · Daily papers, on Oct 28, 01:28 UTC. Trendoday checks this list every 120 minutes.

How long has CausalAlign: Causal Alignment of Video Generation Models for Consistent Ego-Motion been trending?

It was first seen on Oct 27, 2026 and has been on the list on 2 days (5 checks) since.