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cs.CV 1

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2025 1

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On the Benefits of Instance Decomposition in Video Prediction Models

cs.CV · 2025-01-17 · reject · novelty 4.0

Explicit instance decomposition with per-class shared weights improves latent-transformer video prediction in the paper's experiments, but the claimed advantage is weakened by mismatched parameter counts and test-set temperature selection.

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  • On the Benefits of Instance Decomposition in Video Prediction Models cs.CV · 2025-01-17 · reject · none · ref 7

    Explicit instance decomposition with per-class shared weights improves latent-transformer video prediction in the paper's experiments, but the claimed advantage is weakened by mismatched parameter counts and test-set temperature selection.