W HAT S HOULD W E A SK N EXT ? R ETRIEVAL -A WARE Q UESTION L EARNING UNDER P ARTIAL E VIDENCE
Lyucheng Qian, John Yuehan Zhang, Ping-Yu Wang
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What Should We Ask Next? Retrieval-Aware Question Learning for Interactive ReID
This work establishes that candidate discriminativeness and perceived usefulness provide weak supervision for this objective, then introduces RAVEL, a retrieval-aware online reinforcement learning framework for interactive person re-identification and shows that RAVEL delivers progressively stronger retrieval performan...
Lyucheng Qian, John Yuehan Zhang, Ping-Yu Wang
· 0 citations