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| Domain | Representative Works | Core Idea | Relation to ACVC | |--------|----------------------|----------|------------------| | Classic intra‑frame codecs | JPEG‑2000 (2000), H.264/AVC intra (2003) | Fixed block‑DCT, uniform quantization | Baseline for quality‑vs‑bitrate curves | | Adaptive quantization | Liu et al., “Content‑Adaptive Quantization for H.265”, 2015 | Scene‑level QP adaptation | ACVC extends to per‑chunk, learned policy | | Learned entropy coding | Minnen et al., “Channel‑wise Autoregressive Entropy Models”, 2018 | Neural probability models for residuals | ACVC adopts a lightweight version (3‑layer CNN) | | VideoZip family | Kim et al., “VideoZip: Efficient Chunk‑Based Compression”, 2021; VideoZip 2.0, 2023 | Chunk‑based parallelism, fixed quantizer | ACVC replaces quantizer + entropy coder | | End‑to‑end video codecs | DVC (2019), P‑VAE (2022), H.266 (VVC) | Fully neural pipelines | ACVC remains hybrid (classical + learned) for low‑resource deployment |

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