Multimodal Learning

Data Augmentation Using McAdams-Coefficient-Based Speaker Anonymization for Fake Audio Detection Interspeech 2022 Data-augmented cross-lingual synthesis in a teacher-student framework Interspeech 2022 Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) ICML 2022 Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation EMNLP 2022 DAVIS: Driver’s Audio-Visual Speech recognition Interspeech 2022 DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction Extraction EMNLP 2022 DD-TIG at Constraint@ACL2022: Multimodal Understanding and Reasoning for Role Labeling of Entities in Hateful Memes ACL 2022 DD-TIG at SemEval-2022 Task 5: Investigating the Relationships Between Multimodal and Unimodal Information in Misogynous Memes Detection and Classification SemEval 2022 Declaration-based Prompt Tuning for Visual Question Answering IJCAI 2022 Decoding Part-of-Speech from Human EEG Signals ACL 2022 Decoupled Context Processing for Context Augmented Language Modeling NeurIPS 2022 Decoupling and Recoupling Spatiotemporal Representation for RGB-D-Based Motion Recognition CVPR 2022 Decoupling Local and Global Representations of Time Series AISTATS 2022 DeeCap: Dynamic Early Exiting for Efficient Image Captioning CVPR 2022 Deep CNN-based Inductive Transfer Learning for Sarcasm Detection in Speech Interspeech 2022 DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection CVPR 2022 Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly Detection AISTATS 2022 DeepInteraction: 3D Object Detection via Modality Interaction NeurIPS 2022 Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies NeurIPS 2022 Deep Speech Synthesis from Articulatory Representations Interspeech 2022 DeepStochLog: Neural Stochastic Logic Programming AAAI 2022 Delving into Sequential Patches for Deepfake Detection NeurIPS 2022 Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection Models COLING 2022 Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification EMNLP 2022 Describing Sets of Images with Textual-PCA EMNLP 2022