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Found 4 papers, 2 papers with code
Multi-View Unsupervised Image Generation with Cross Attention Guidance
The growing interest in novel view synthesis, driven by Neural Radiance Field (NeRF) models, is hindered by scalability issues due to their reliance on precisely annotated multi-view images.
Sparse 3D Reconstruction via Object-Centric Ray Sampling
This sampling scheme relies on the mesh representation to ensure also that samples are well-distributed along its normals.
KOALA: A Kalman Optimization Algorithm with Loss Adaptivity
Moreover, we show that the Kalman Filter dynamical model for the evolution of the unknown parameters can be used to capture the gradient dynamics of advanced methods such as Momentum and Adam.
TDIOT: Target-driven Inference for Deep Video Object Tracking
For effective video object tracking, object detection is integrated with a data association step performed by either a custom design inference architecture or an end-to-end joint training for tracking purpose.
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