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Multi-Modal Learning

1213 directly classified papers

Papers per year

Papers

Multi-view Collaborative Gaussian Process Dynamical Systems JMLR 2023
Loan Fraud Users Detection in Online Lending Leveraging Multiple Data Views AAAI 2023
SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data AISTATS 2023
Stochastic Gradient Descent-Ascent: Unified Theory and New Efficient Methods AISTATS 2023
Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton AAAI 2023
Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection AAAI 2023
MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification AAAI 2023
Multi-Modal Knowledge Hypergraph for Diverse Image Retrieval AAAI 2023
COLA: Improving Conversational Recommender Systems by Collaborative Augmentation AAAI 2023
Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023
Weakly Supervised 3D Multi-Person Pose Estimation for Large-Scale Scenes Based on Monocular Camera and Single LiDAR AAAI 2023
Multi-View Action Recognition Using Contrastive Learning WACV 2023
Pretraining Language Models with Text-Attributed Heterogeneous Graphs EMNLP 2023
MAFiD: Moving Average Equipped Fusion-in-Decoder for Question Answering over Tabular and Textual Data EACL 2023
Concept-based Persona Expansion for Improving Diversity of Persona-Grounded Dialogue EACL 2023
Improving Cross-modal Alignment for Text-Guided Image Inpainting EACL 2023
Multimodal Event Transformer for Image-guided Story Ending Generation EACL 2023
Cross-Modal Semantic Enhanced Interaction for Image-Sentence Retrieval WACV 2023
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation AAAI 2023
CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets AAAI 2023
Just Noticeable Visual Redundancy Forecasting: A Deep Multimodal-Driven Approach AAAI 2023
What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection ACL 2023
ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction EMNLP 2023
Discriminative Class Tokens for Text-to-Image Diffusion Models ICCV 2023