Multimodal Learning

Stochastic Gradient Descent-Ascent: Unified Theory and New Efficient Methods AISTATS 2023 StressID: a Multimodal Dataset for Stress Identification NeurIPS 2023 SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023 SWRR: Feature Map Classifier Based on Sliding Window Attention and High-Response Feature Reuse for Multimodal Emotion Recognition Interspeech 2023 Table and Image Generation for Investigating Knowledge of Entities in Pre-trained Vision and Language Models ACL 2023 Text-Visual Prompting for Efficient 2D Temporal Video Grounding CVPR 2023 That was the last straw, we need more: Are Translation Systems Sensitive to Disambiguating Context? EMNLP 2023 TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection AAAI 2023 Toward Joint Language Modeling for Speech Units and Text EMNLP 2023 Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training CVPR 2023 Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images ICCV 2023 Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path EMNLP 2023 Trafformer: Unify Time and Space in Traffic Prediction AAAI 2023 Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data AISTATS 2023 Unifying Text, Tables, and Images for Multimodal Question Answering EMNLP 2023 Unifying Vision-Language Representation Space with Single-Tower Transformer AAAI 2023 Video-Text As Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning CVPR 2023 Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023 Visual Elements Mining as Prompts for Instruction Learning for Target-Oriented Multimodal Sentiment Classification EMNLP 2023 Weakly Supervised 3D Multi-Person Pose Estimation for Large-Scale Scenes Based on Monocular Camera and Single LiDAR AAAI 2023 Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue EMNLP 2023 What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection ACL 2023 Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton AAAI 2023 With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages ACL 2023 ZBL2W at SemEval-2023 Task 9: A Multilingual Fine-tuning Model with Data Augmentation for Tweet Intimacy Analysis SemEval 2023