21 citations · 106 across the 33 of their papers we have counts for
6 papers · 1 filter
Multi-Stage Fusion for One-Click Segmentation
Soumajit Majumder, Ansh Khurana, Abhinav Rai +1
Segmenting objects of interest in an image is an essential building block of applications such as photo-editing and image analysis. Under interactive settings, one should achieve g…
Localized Interactive Instance Segmentation
Soumajit Majumder, Angela Yao
In current interactive instance segmentation works, the user is granted a free hand when providing clicks to segment an object; clicks are allowed on background pixels and other ob…
Temporal Aggregate Representations for Long-Range Video Understanding
Fadime Sener, Dipika Singhania, Angela Yao
Future prediction, especially in long-range videos, requires reasoning from current and past observations. In this work, we address questions of temporal extent, scaling, and level…
Rethinking CNN Models for Audio Classification
Kamalesh Palanisamy, Dipika Singhania, Angela Yao
In this paper, we show that ImageNet-Pretrained standard deep CNN models can be used as strong baseline networks for audio classification. Even though there is a significant differ…
Neural network compression via learnable wavelet transforms
Moritz Wolter, Shaohui Lin, Angela Yao
Wavelets are well known for data compression, yet have rarely been applied to the compression of neural networks. This paper shows how the fast wavelet transform can be used to com…
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction
Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek +32
We study how well different types of approaches generalise in the task of 3D hand pose estimation under single hand scenarios and hand-object interaction. We show that the accuracy…