This repository contains the official implementation of UNCOMP, an uncertainty-aware KV cache compression framework for long-context LLMs. It leverages truncated matrix entropy to reveal sparsity, ...
We present Representation Autoencoders (RAE), a class of autoencoders that utilize pretrained, frozen representation encoders such as DINOv2 and SigLIP2 as encoders with trained ViT decoders. RAE can ...
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