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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

C3-STISR: Scene Text Image Super-resolution with Triple Clues IJCAI 2022
Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions ACL 2022
A Survey of Vision-Language Pre-Trained Models IJCAI 2022
Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization ICML 2022
Detecting and Understanding Harmful Memes: A Survey IJCAI 2022
PINGAN_AI at SemEval-2022 Task 9: Recipe knowledge enhanced model applied in Competence-based Multimodal Question Answering NAACL 2022
SemEval-2022 Task 9: R2VQ – Competence-based Multimodal Question Answering SEMEVAL 2022
When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party Dialogues ACL 2022
Natural Language Video Moment Localization Through Query-Controlled Temporal Convolution WACV 2022
MAPS: Multimodal Attention for Product Similarity WACV 2022
Visual Emotion Representation Learning via Emotion-Aware Pre-training IJCAI 2022
Improve Image Captioning by Estimating the Gazing Patterns From the Caption WACV 2022
XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding ACL 2022
Beyond Mono to Binaural: Generating Binaural Audio From Mono Audio With Depth and Cross Modal Attention WACV 2022
HateU at SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification SEMEVAL 2022
IIT DHANBAD CODECHAMPS at SemEval-2022 Task 5: MAMI - Multimedia Automatic Misogyny Identification SEMEVAL 2022
JRLV at SemEval-2022 Task 5: The Importance of Visual Elements for Misogyny Identification in Memes SEMEVAL 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning IJCNLP 2022
VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models IJCNLP 2022
COFAR: Commonsense and Factual Reasoning in Image Search IJCNLP 2022
Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022
Less Is More: Generating Grounded Navigation Instructions From Landmarks CVPR 2022
REX: Reasoning-Aware and Grounded Explanation CVPR 2022
DD-TIG at SemEval-2022 Task 5: Investigating the Relationships Between Multimodal and Unimodal Information in Misogynous Memes Detection and Classification SEMEVAL 2022
LastResort at SemEval-2022 Task 5: Towards Misogyny Identification using Visual Linguistic Model Ensembles And Task-Specific Pretraining SEMEVAL 2022