Көпмодальды терең оқыту

method ID: multimodaldeeplearning

Related Papers

Hybrid Attention based Multimodal Network for Spoken Language Classification

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractWe examine the utility of linguistic content and vocal characteristics for multimodal deep learning in human spoken language understanding. We present a deep multimodal network with both feature attention and …...

5318

R2D2 at SemEval-2022 Task 5: Attention is only as good as its Values! A multimodal system for identifying misogynist memes

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThis paper describes the multimodal deep learning system proposed for SemEval 2022 Task 5: MAMI - Multimedia Automatic Misogyny Identification. We participated in both Subtasks, i.e. Subtask A: Misogynous meme …...

25067

taochen at SemEval-2022 Task 5: Multimodal Multitask Learning and Ensemble Learning

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractWe present a multi-modal deep learning system for the Multimedia Automatic Misogyny Identification (MAMI) challenge, a SemEval task of identifying and classifying misogynistic messages in online memes. We adapt multi-task …...

25084

Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractThe robustness of multimodal deep learning models to realistic changes in the input text is critical for applicability on important tasks such as text-to-image retrieval and cross-modal entailment. To measure …...

37529