Multimodal Learning

Expressive Talking Head Generation With Granular Audio-Visual Control CVPR 2022 Expressive, Variable, and Controllable Duration Modelling in TTS Interspeech 2022 Extending Phrase Grounding with Pronouns in Visual Dialogues EMNLP 2022 Extending RNN-T-based speech recognition systems with emotion and language classification Interspeech 2022 Extracting Triangular 3D Models, Materials, and Lighting From Images CVPR 2022 Extracting Trigger-sharing Events via an Event Matrix EMNLP 2022 Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance EMNLP 2022 Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents AAAI 2022 Face-Sensitive Image-to-Emotional-Text Cross-modal Translation for Multimodal Aspect-based Sentiment Analysis EMNLP 2022 FaceVerse: A Fine-Grained and Detail-Controllable 3D Face Morphable Model From a Hybrid Dataset CVPR 2022 FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning EMNLP 2022 FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations ICLR 2022 FashionVLP: Vision Language Transformer for Fashion Retrieval With Feedback CVPR 2022 FETA: Towards Specializing Foundational Models for Expert Task Applications NeurIPS 2022 Few-Shot Audio-Visual Learning of Environment Acoustics NeurIPS 2022 Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings ACL 2022 FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes EMNLP 2022 Finding Fallen Objects via Asynchronous Audio-Visual Integration CVPR 2022 Findings of the CONSTRAINT 2022 Shared Task on Detecting the Hero, the Villain, and the Victim in Memes ACL 2022 Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22) EMNLP 2022 Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages ACL 2022 Findings of the Shared Task on Speech Recognition for Vulnerable Individuals in Tamil ACL 2022 Fine-grained Image Captioning with CLIP Reward NAACL 2022 Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022 Fine-Grained Semantically Aligned Vision-Language Pre-Training NeurIPS 2022