40 citations · 40 across the 4 of their papers we have counts for
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3 papers · 1 filter
cs.CV2020
Utilizing Every Image Object for Semi-supervised Phrase Grounding
Haidong Zhu, Arka Sadhu, Zhaoheng Zheng +1
Phrase grounding models localize an object in the image given a referring expression. The annotated language queries available during training are limited, which also limits the va…
stat.ML2020★ 40 cited
Gradient-based Editing of Memory Examples for Online Task-free Continual Learning
Xisen Jin, Arka Sadhu, Junyi Du +1
We explore task-free continual learning (CL), in which a model is trained to avoid catastrophic forgetting in the absence of explicit task boundaries or identities. Among many effo…
cs.CV2020
Video Object Grounding using Semantic Roles in Language Description
Arka Sadhu, Kan Chen, Ram Nevatia
We explore the task of Video Object Grounding (VOG), which grounds objects in videos referred to in natural language descriptions. Previous methods apply image grounding based algo…