Multimodal Learning

ACROSS: An Alignment-based Framework for Low-Resource Many-to-One Cross-Lingual Summarization ACL 2023 Action-Conditioned Generation of Bimanual Object Manipulation Sequences AAAI 2023 Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition CVPR 2023 A Dual Attention-based Modality-Collaborative Fusion Network for Emotion Recognition Interspeech 2023 A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023 A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication Interspeech 2023 An Actor-Centric Causality Graph for Asynchronous Temporal Inference in Group Activity CVPR 2023 Argumentative Stance Prediction: An Exploratory Study on Multimodality and Few-Shot Learning EMNLP 2023 ASR and Emotional Speech: A Word-Level Investigation of the Mutual Impact of Speech and Emotion Recognition Interspeech 2023 Audio Retrieval with WavText5K and CLAP Training Interspeech 2023 Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection AAAI 2023 Automatic Readability Assessment for Closely Related Languages ACL 2023 Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks EMNLP 2023 BeAts: Bengali Speech Acts Recognition using Multimodal Attention Fusion Interspeech 2023 Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models EMNLP 2023 Best of Both Worlds: Multimodal Contrastive Learning With Tabular and Imaging Data CVPR 2023 BiCro: Noisy Correspondence Rectification for Multi-Modality Data via Bi-Directional Cross-Modal Similarity Consistency CVPR 2023 BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation ACL 2023 Bootstrapping Multi-View Representations for Fake News Detection AAAI 2023 Class-Incremental Grouping Network for Continual Audio-Visual Learning ICCV 2023 Cola: A Benchmark for Compositional Text-to-image Retrieval NeurIPS 2023 COLA: Improving Conversational Recommender Systems by Collaborative Augmentation AAAI 2023 CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets AAAI 2023 Compositional Mathematical Encoding for Math Word Problems ACL 2023 Concept-based Persona Expansion for Improving Diversity of Persona-Grounded Dialogue EACL 2023