Multimodal Learning

Can Pretrained Language Models Generate Persuasive, Faithful, and Informative Ad Text for Product Descriptions? ACL 2022 Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge ACL 2022 CapOnImage: Context-driven Dense-Captioning on Image EMNLP 2022 CAT-Det: Contrastively Augmented Transformer for Multi-Modal 3D Object Detection CVPR 2022 Character-centric Story Visualization via Visual Planning and Token Alignment EMNLP 2022 Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022 CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks NeurIPS 2022 Combining Language Models and Linguistic Information to Label Entities in Memes ACL 2022 Comprehending and Ordering Semantics for Image Captioning CVPR 2022 Comprehensive Multi-Modal Interactions for Referring Image Segmentation ACL 2022 Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection AAAI 2022 Concadia: Towards Image-Based Text Generation with a Purpose EMNLP 2022 Conditional Prompt Learning for Vision-Language Models CVPR 2022 Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval EMNLP 2022 Context-aware Multimodal Fusion for Emotion Recognition Interspeech 2022 ContIG: Self-Supervised Multimodal Contrastive Learning for Medical Imaging With Genetics CVPR 2022 Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding EMNLP 2022 Controlling for Stereotypes in Multimodal Language Model Evaluation EMNLP 2022 CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation NeurIPS 2022 CPL: Counterfactual Prompt Learning for Vision and Language Models EMNLP 2022 CroMo: Cross-Modal Learning for Monocular Depth Estimation CVPR 2022 Cross-Linked Unified Embedding for cross-modality representation learning NeurIPS 2022 Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset EMNLP 2022 Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022 Cross-Modal Discrete Representation Learning ACL 2022