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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

Imagination-Augmented Natural Language Understanding NAACL 2022
Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis AACL 2022
Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora AACL 2022
Modeling Referential Gaze in Task-oriented Settings of Varying Referential Complexity AACL 2022
Creative Text-to-Image Generation: Suggestions for a Benchmark AACL 2022
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer NAACL 2022
Chop and Change: Anaphora Resolution in Instructional Cooking Videos AACL 2022
Visual Commonsense in Pretrained Unimodal and Multimodal Models NAACL 2022
BM-NAS: Bilevel Multimodal Neural Architecture Search AAAI 2022
College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 2022
Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning INTERSPEECH 2022
Selecting Stickers in Open-Domain Dialogue through Multitask Learning ACL 2022
Multimodal Adversarially Learned Inference with Factorized Discriminators AAAI 2022
Frozen Pretrained Transformers as Universal Computation Engines AAAI 2022
Incremental Disfluency Detection for Spoken Learner English NAACL 2022
Visual Semantic Parsing: From Images to Abstract Meaning Representation CONLL 2022
Memotion Analysis through the Lens of Joint Embedding (Student Abstract) AAAI 2022
Data Augmented 3D Semantic Scene Completion With 2D Segmentation Priors WACV 2022
Fast-CLOCs: Fast Camera-LiDAR Object Candidates Fusion for 3D Object Detection WACV 2022
Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge EMNLP 2022
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection NAACL 2022
Multimodal Learning Using Optimal Transport for Sarcasm and Humor Detection WACV 2022
CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022
Toolbox for Multimodal Learn (scikit-multimodallearn) JMLR 2022
See, Hear, and Feel: Smart Sensory Fusion for Robotic Manipulation CORL 2022