A causal diffusion model reconstructs videos from ultra-low-bitrate semantics and compressed frames using temporal distillation from a bidirectional teacher, outperforming prior baselines.
6g networks: Beyond shannon towards semantic and goal-oriented communications
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Online WAoII and FWAoII policies for RMAB scheduling in WUR sensor networks reduce packet transmissions by up to 70% versus round-robin while keeping RMSE within application tolerances.
citing papers explorer
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A Causal Diffusion Model for Video Reconstruction from Ultra-Low-Bitrate Representations
A causal diffusion model reconstructs videos from ultra-low-bitrate semantics and compressed frames using temporal distillation from a bidirectional teacher, outperforming prior baselines.
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Fair and Efficient Scheduling for Sensor Networks via Online Whittle Index Policy
Online WAoII and FWAoII policies for RMAB scheduling in WUR sensor networks reduce packet transmissions by up to 70% versus round-robin while keeping RMSE within application tolerances.