Microsoft's newly released Agent Framework Harness packages the loops, planning, memory, context management and safety controls that developers previously had to assemble around AI models themselves.
Abstract: Referring Video Object Segmentation (RVOS) aims to segment target objects in a video according to natural language expressions, which requires both temporally consistent target modeling and ...
Abstract: Historical maps are unique and valuable archives that document geographic features across different time periods. However, automated analysis of historical map images remains a significant ...
Existing trackers are often task-specific, limiting generalization. We present a unified tracker, SAM 2++, unifies tracking across masks, boxes, and points through task-specific prompts, a unified ...
Compared with System.Text.Json, protobuf-net, MessagePack for C#, Orleans.Serialization. Measured by .NET 7 / Ryzen 9 5950X machine. These serializers have IBufferWriter<byte> method, serialized using ...
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