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Found 5 papers, 0 papers with code
Proof of Quality: A Costless Paradigm for Trustless Generative AI Model Inference on Blockchains
Unlike traditional approaches based on validating inference procedures, such as ZKML or OPML, our PoQ paradigm focuses on the outcome quality of model inference.
DuoSpaceNet: Leveraging Both Bird's-Eye-View and Perspective View Representations for 3D Object Detection
Recent advances in multi-view camera-only 3D object detection either rely on an accurate reconstruction of bird's-eye-view (BEV) 3D features or on traditional 2D perspective view (PV) image features.
MGTR: Multi-Granular Transformer for Motion Prediction with LiDAR
Motion prediction has been an essential component of autonomous driving systems since it handles highly uncertain and complex scenarios involving moving agents of different types.
SAPI: Surroundings-Aware Vehicle Trajectory Prediction at Intersections
In this work we propose a deep learning model, i. e., SAPI, to predict vehicle trajectories at intersections.
Group Re-Identification with Multi-grained Matching and Integration
The task of re-identifying groups of people underdifferent camera views is an important yet less-studied problem. Group re-identification (Re-ID) is a very challenging task sinceit is not only adversely affected by common issues in traditionalsingle object Re-ID problems such as viewpoint and human posevariations, but it also suffers from changes in group layout andgroup membership.
