267 citations · 370 across the 23 of their papers we have counts for
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cs.LG2019★ 1 cited
Implicit Filter Sparsification In Convolutional Neural Networks
Dushyant Mehta, Kwang In Kim, Christian Theobalt
We show implicit filter level sparsity manifests in convolutional neural networks (CNNs) which employ Batch Normalization and ReLU activation, and are trained with adaptive gradien…
cs.CV2019
Joint Manifold Diffusion for Combining Predictions on Decoupled Observations
Kwang In Kim, Hyung Jin Chang
We present a new predictor combination algorithm that improves a given task predictor based on potentially relevant reference predictors. Existing approaches are limited in that, t…
cs.CV2019
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering
Seungryul Baek, Kwang In Kim, Tae-Kyun Kim
Estimating 3D hand meshes from single RGB images is challenging, due to intrinsic 2D-3D mapping ambiguities and limited training data. We adopt a compact parametric 3D hand model t…