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most citedUnsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification

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cs.CV2026

Variable-Length Tokenization via Learnable Global Merging for Diffusion Transformers

Dong Hoon Lee, Seunghoon Hong

Latent Diffusion Models (LDMs) have become dominant in visual synthesis, but their quality-compute trade-off is largely constrained by the tokenizer's fixed compression ratio. Vari…