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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models NIPS 2022
Omnivore: A Single Model for Many Visual Modalities CVPR 2022
Comprehending and Ordering Semantics for Image Captioning CVPR 2022
ScanQA: 3D Question Answering for Spatial Scene Understanding CVPR 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information CVPR 2022
Controlling for Stereotypes in Multimodal Language Model Evaluation EMNLP 2022
An Explainable Toolbox for Evaluating Pre-trained Vision-Language Models EMNLP 2022
VisToT: Vision-Augmented Table-to-Text Generation EMNLP 2022
Weakly-Supervised Temporal Article Grounding EMNLP 2022
Multimodal Robustness for Neural Machine Translation EMNLP 2022
Towards Unifying Reference Expression Generation and Comprehension EMNLP 2022
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation EMNLP 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text EMNLP 2022
G3: Geolocation via Guidebook Grounding EMNLP 2022
Focus! Relevant and Sufficient Context Selection for News Image Captioning EMNLP 2022
HIT&QMUL at SemEval-2022 Task 9: Label-Enclosed Generative Question Answering (LEG-QA) SEMEVAL 2022
STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded Scenes CVPR 2022
UAEM-ITAM at SemEval-2022 Task 5: Vision-Language Approach to Recognize Misogynous Content in Memes SEMEVAL 2022
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding ACL 2022
EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity SEMEVAL 2022
Mitra Behzadi at SemEval-2022 Task 5 : Multimedia Automatic Misogyny Identification method based on CLIP SEMEVAL 2022
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition ACL 2022
SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification SEMEVAL 2022
PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion SEMEVAL 2022
Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22) EMNLP 2022