Multimodal Learning

Fine-tuning and Sampling Strategies for Multimodal Role Labeling of Entities under Class Imbalance ACL 2022 Flamingo: a Visual Language Model for Few-Shot Learning NeurIPS 2022 Flat Multi-modal Interaction Transformer for Named Entity Recognition COLING 2022 FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022 Flexible Visual Grounding ACL 2022 Flexible-Window Predictions on Electronic Health Records AAAI 2022 FlowVocoder: A small Footprint Neural Vocoder based Normalizing Flow for Speech Synthesis Interspeech 2022 FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation NAACL 2022 Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization ACL 2022 From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) AAAI 2022 Full-Range Virtual Try-On With Recurrent Tri-Level Transform CVPR 2022 Future Transformer for Long-Term Action Anticipation CVPR 2022 G3: Geolocation via Guidebook Grounding EMNLP 2022 GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity SemEval 2022 Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems EMNLP 2022 Generative Cooperative Networks for Natural Language Generation ICML 2022 Generative Modeling for Multi-task Visual Learning ICML 2022 GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection CVPR 2022 Geometric Multimodal Contrastive Representation Learning ICML 2022 Geometric Transformers for Protein Interface Contact Prediction ICLR 2022 GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models EMNLP 2022 Geotagging Social Media Posts to Landmarks Using Hierarchical BERT (Student Abstract) AAAI 2022 Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models COLING 2022 GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval EMNLP 2022 GIRAFFE HD: A High-Resolution 3D-Aware Generative Model CVPR 2022