Representation Learning

DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain NeurIPS 2024 Debiasing surgeon: fantastic weights and how to find them ECCV 2024 Deciphering Assamese Vowel Harmony with Featural InfoWaveGAN Interspeech 2024 Deciphering Rumors: A Multi-Task Learning Approach with Intent-aware Hierarchical Contrastive Learning EMNLP 2024 Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models EMNLP 2024 Deciphering the Projection Head: Representation Evaluation Self-supervised Learning IJCAI 2024 Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models ECCV 2024 Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations CVPR 2024 Decision-Focused Learning with Directional Gradients NeurIPS 2024 Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL NeurIPS 2024 Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics ACL 2024 Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation CVPR 2024 Decomposing and Editing Predictions by Modeling Model Computation ICML 2024 Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP NeurIPS 2024 Decomposing Co-occurrence Matrices into Interpretable Components as Formal Concepts ACL 2024 Decongestion by Representation: Learning to Improve Economic Welfare in Marketplaces ICLR 2024 Decoupling Semantic Similarity from Spatial Alignment for Neural Networks. NeurIPS 2024 Decoupling User Relationships Guides Information Diffusion Prediction (Student Abstract) AAAI 2024 Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks ICLR 2024 DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach NeurIPS 2024 De-Diffusion Makes Text a Strong Cross-Modal Interface CVPR 2024 DeepCT-enhanced Lexical Argument Retrieval ACL 2024 Deep Embedding Clustering Driven by Sample Stability IJCAI 2024 Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting IJCAI 2024 Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data ICLR 2024