Representation Learning

DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency AAAI 2024 DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting NeurIPS 2024 DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation CVPR 2024 DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NeurIPS 2024 Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks NeurIPS 2024 Dual Semantic Fusion Hashing for Multi-Label Cross-Modal Retrieval IJCAI 2024 Dual-Stage Multi-Task Syntax-Oriented Pre-Training for Syntactically Controlled Paraphrase Generation ACL 2024 Dual-View Whitening on Pre-trained Text Embeddings for Sequential Recommendation AAAI 2024 DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning AAAI 2024 Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NeurIPS 2024 DUPLEX: Dual GAT for Complex Embedding of Directed Graphs ICML 2024 Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval ACL 2024 Dynamic Conditional Optimal Transport through Simulation-Free Flows NeurIPS 2024 Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis CVPR 2024 Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation AISTATS 2024 Dynamic Multi-granularity Attribution Network for Aspect-based Sentiment Analysis EMNLP 2024 Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets NeurIPS 2024 Dynamic Neural Response Tuning ICLR 2024 Dynamics harmonic analysis of robotic systems: Application in data-driven Koopman modelling L4DC 2024 DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization ICLR 2024 DynMF: Neural Motion Factorization for Real-time Dynamic View Synthesis with 3D Gaussian Splatting ECCV 2024 EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation CVPR 2024 EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024 Easy Regional Contrastive Learning of Expressive Fashion Representations NeurIPS 2024 EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction EMNLP 2024