Multimodal Learning

XYLayoutLM: Towards Layout-Aware Multimodal Networks for Visually-Rich Document Understanding CVPR 2022 ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic CVPR 2022 Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022 Zoom Out and Observe: News Environment Perception for Fake News Detection ACL 2022 ABMDRNet: Adaptive-Weighted Bi-Directional Modality Difference Reduction Network for RGB-T Semantic Segmentation CVPR 2021 ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces AAAI 2021 AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition ICCV 2021 Adaptive Cross-Modal Prototypes for Cross-Domain Visual-Language Retrieval CVPR 2021 Adaptive Fusion Techniques for Multimodal Data EACL 2021 A Large-Scale Chinese Multimodal NER Dataset with Speech Clues ACL 2021 Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model NeurIPS 2021 An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog EMNLP 2021 An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation EMNLP 2021 Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction ACL 2021 ANVITA Machine Translation System for WAT 2021 MultiIndicMT Shared Task ACL 2021 A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations EMNLP 2021 Attention Bottlenecks for Multimodal Fusion NeurIPS 2021 Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention AAAI 2021 Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021 Audio-Visual Localization by Synthetic Acoustic Image Generation AAAI 2021 Audiovisual Transfer Learning for Audio Tagging and Sound Event Detection Interspeech 2021 AutoGEL: An Automated Graph Neural Network with Explicit Link Information NeurIPS 2021 Automated Generation of Accurate & Fluent Medical X-ray Reports EMNLP 2021 A Web Scale Entity Extraction System EMNLP 2021 Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning IJCAI 2021