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3 Pith papers cite this work. Polarity classification is still indexing.

3 Pith papers citing it

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cs.CV 3

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2026 1 2025 2

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UNVERDICTED 3

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Histogram-constrained Image Generation

cs.CV · 2026-06-30 · unverdicted · novelty 6.0

HIG enforces exact histogram constraints on diffusion-generated images by modeling the control task as an optimal transport problem and applying guidance transformations during sampling.

OmniGen2: Towards Instruction-Aligned Multimodal Generation

cs.CV · 2025-06-23 · unverdicted · novelty 5.0

OmniGen2 introduces a unified generative model with two distinct decoding pathways and a decoupled image tokenizer that achieves competitive results on text-to-image and editing benchmarks plus state-of-the-art consistency among open-source models on the new OmniContext benchmark.

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  • Histogram-constrained Image Generation cs.CV · 2026-06-30 · unverdicted · none · ref 15

    HIG enforces exact histogram constraints on diffusion-generated images by modeling the control task as an optimal transport problem and applying guidance transformations during sampling.