Rongao Yuan

Discovering Adaptive Task Dependencies for Efficient Multi-Task Representation Compression

Traditional image compression prioritizes pixel fidelity but often preserves details irrelevant to downstream vision tasks. Compressing task-specific representations instead better aligns with task semantics, yet redundant information persists across correlated tasks. Existing multi-task compression