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mlsys agents optimize speculative decoding with 12-bit

, 3 items in Computer Vision and AI Applications, 2 min read

In this digest (3 items)

mlsys agents optimize speculative decoding for parallel drafters DFlash2 and DSpark without training or quality loss, using a 12-bit format that beats cuBLAS. The post highlights a golden age for infra and research agents.

Key points

  • Speculative decoding optimized for parallel drafters DFlash2, DSpark without training or quality loss

  • 12-bit format beats cuBLAS

Sources

SoccerNet 2027 GAR challenge open with Apr 25 deadline

SoccerNet 2027 GAR challenge is open, inviting solutions to recognize collective football actions from video, player positions, or both. The submission deadline is Apr 25 2027 23:59 AoE.

Key points

  • Challenge: recognize collective football actions using video, tracking data, or both

  • Deadline: Apr 25 2027 23:59 AoE

Sources

IOCIM 2026 Day 1 tutorial lectures announced

IOCIM 2026 Day 1 tutorial lectures feature Shoji Tominaga on Computational Color Imaging and other speakers. Full schedule posted online.

Key points

  • Shoji Tominaga – Computational Color Imaging

  • Joost van de Weijer – Continual Learning of Foundation Models

Sources