Multimodal Learning

CapOnImage: Context-driven Dense-Captioning on Image EMNLP 2022 Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network EMNLP 2022 CARETS: A Consistency And Robustness Evaluative Test Suite for VQA ACL 2022 CAT-Det: Contrastively Augmented Transformer for Multi-Modal 3D Object Detection CVPR 2022 Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022 ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022 ChildrEN SafEty and Rescue (CENSER) System for Trafficked Children from Brothels in India AAAI 2022 Chinese Synesthesia Detection: New Dataset and Models ACL 2022 Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering ACL 2022 Circulant-interactive Transformer with Dimension-aware Fusion for Multimodal Sentiment Analysis ACML 2022 CISLR: Corpus for Indian Sign Language Recognition EMNLP 2022 Class-Aware Adversarial Transformers for Medical Image Segmentation NeurIPS 2022 Clause Topic Classification in German and English Standard Form Contracts ACL 2022 Clean Text and Full-Body Transformer: Microsoft’s Submission to the WMT22 Shared Task on Sign Language Translation EMNLP 2022 CLEAR: Improving Vision-Language Navigation with Cross-Lingual, Environment-Agnostic Representations NAACL 2022 CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks NeurIPS 2022 CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation CVPR 2022 Clinical-BERT: Vision-Language Pre-training for Radiograph Diagnosis and Reports Generation AAAI 2022 CLIP4IDC: CLIP for Image Difference Captioning AACL 2022 CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022 CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment ACL 2022 CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields CVPR 2022 CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection NAACL 2022 CM-Gen: A Neural Framework for Chinese Metaphor Generation with Explicit Context Modelling COLING 2022 CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis Interspeech 2022