119 citations · 211 across the 27 of their papers we have counts for
6 papers · 1 filter
Who are you referring to? Coreference resolution in image narrations
Arushi Goel, Basura Fernando, Frank Keller +1
Coreference resolution aims to identify words and phrases which refer to same entity in a text, a core task in natural language processing. In this paper, we extend this task to re…
Interaction Region Visual Transformer for Egocentric Action Anticipation
Debaditya Roy, Ramanathan Rajendiran, Basura Fernando
Human-object interaction is one of the most important visual cues and we propose a novel way to represent human-object interactions for egocentric action anticipation. We propose a…
Inferring Past Human Actions in Homes with Abductive Reasoning
Clement Tan, Chai Kiat Yeo, Cheston Tan +1
Abductive reasoning aims to make the most likely inference for a given set of incomplete observations. In this paper, we introduce "Abductive Past Action Inference", a novel resear…
Predicting the Next Action by Modeling the Abstract Goal
Debaditya Roy, Basura Fernando
The problem of anticipating human actions is an inherently uncertain one. However, we can reduce this uncertainty if we have a sense of the goal that the actor is trying to achieve…
Consistency Regularization for Domain Adaptation
Kian Boon Koh, Basura Fernando
Collection of real world annotations for training semantic segmentation models is an expensive process. Unsupervised domain adaptation (UDA) tries to solve this problem by studying…
3D Equivariant Graph Implicit Functions
Yunlu Chen, Basura Fernando, Hakan Bilen +2
In recent years, neural implicit representations have made remarkable progress in modeling of 3D shapes with arbitrary topology. In this work, we address two key limitations of suc…