most citedBDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network

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cs.LG2026

RoLaQ: Joint Rotation and Range Calibration for 2-Bit KV Caches in Multi-Head Latent Attention

Shiyu Ji, Peng Ling, Chen Lin +4

Multi-head latent attention (MLA) compresses the content of a key-value cache into a shared latent per token, making low-bit storage attractive for long-context inference. At two b…