Multimodal Learning

Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions EMNLP 2022 Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction IJCAI 2022 RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs SemEval 2022 S2 Transformer for Image Captioning IJCAI 2022 SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval WACV 2022 Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer CoRL 2022 Samsung Research Poland (SRPOL) at SemEval-2022 Task 9: Hybrid Question Answering Using Semantic Roles SemEval 2022 SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning COLING 2022 SAQAM: Spatial Audio Quality Assessment Metric Interspeech 2022 Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization NeurIPS 2022 Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022 ScanQA: 3D Question Answering for Spatial Scene Understanding CVPR 2022 Scene Graph Expansion for Semantics-Guided Image Outpainting CVPR 2022 Scene Graph Modification as Incremental Structure Expanding COLING 2022 Scheduled Multi-task Learning for Neural Chat Translation ACL 2022 Searching for fingerspelled content in American Sign Language ACL 2022 SEEG: Semantic Energized Co-Speech Gesture Generation CVPR 2022 See, Hear, and Feel: Smart Sensory Fusion for Robotic Manipulation CoRL 2022 Selecting Stickers in Open-Domain Dialogue through Multitask Learning ACL 2022 Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis EMNLP 2022 Self-supervised Graph Masking Pre-training for Graph-to-Text Generation EMNLP 2022 Self-Supervised Keypoint Discovery in Behavioral Videos CVPR 2022 Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech ICML 2022 Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022 Self-Supervised Spatial Reasoning on Multi-View Line Drawings CVPR 2022