614 citations · 2.5k across the 63 of their papers we have counts for
5 papers · 1 filter
Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud
Seohyun Kim, Jaeyoo Park, Bohyung Han
We propose a local-to-global representation learning algorithm for 3D point cloud data, which is appropriate to handle various geometric transformations, especially rotation, witho…
Operation-Aware Soft Channel Pruning using Differentiable Masks
Minsoo Kang, Bohyung Han
We propose a simple but effective data-driven channel pruning algorithm, which compresses deep neural networks in a differentiable way by exploiting the characteristics of operatio…
AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results
Seungjun Nah, Sanghyun Son, Radu Timofte +1
Videos contain various types and strengths of motions that may look unnaturally discontinuous in time when the recorded frame rate is low. This paper reviews the first AIM challeng…
Local-Global Video-Text Interactions for Temporal Grounding
Jonghwan Mun, Minsu Cho, Bohyung Han
This paper addresses the problem of text-to-video temporal grounding, which aims to identify the time interval in a video semantically relevant to a text query. We tackle this prob…
Weakly Supervised Instance Segmentation by Deep Community Learning
Jaedong Hwang, Seohyun Kim, Jeany Son +1
We present a weakly supervised instance segmentation algorithm based on deep community learning with multiple tasks. This task is formulated as a combination of weakly supervised o…