42 citations · 110 across the 36 of their papers we have counts for
4 papers · 1 filter
Generating Faithful and Salient Text from Multimodal Data
Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya +2
While large multimodal models (LMMs) have obtained strong performance on many multimodal tasks, they may still hallucinate while generating text. Their performance on detecting sal…
Explore the Potential Performance of Vision-and-Language Navigation Model: a Snapshot Ensemble Method
Wenda Qin, Teruhisa Misu, Derry Wijaya
Vision-and-Language Navigation (VLN) is a challenging task in the field of artificial intelligence. Although massive progress has been made in this task over the past few years att…
Subspace Regularizers for Few-Shot Class Incremental Learning
Afra Feyza Akyürek, Ekin Akyürek, Derry Tanti Wijaya +1
Few-shot class incremental learning -- the problem of updating a trained classifier to discriminate among an expanded set of classes with limited labeled data -- is a key challenge…
Learning to Scale Multilingual Representations for Vision-Language Tasks
Andrea Burns, Donghyun Kim, Derry Wijaya +2
Current multilingual vision-language models either require a large number of additional parameters for each supported language, or suffer performance degradation as languages are a…