Representation Learning

Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module NeurIPS 2024 Deep Regression Representation Learning with Topology ICML 2024 DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching NeurIPS 2024 DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning CVPR 2024 DenoiseRep: Denoising Model for Representation Learning NeurIPS 2024 Dense Projection for Anomaly Detection AAAI 2024 Depth-Guided Robust and Fast Point Cloud Fusion NeRF for Sparse Input Views AAAI 2024 Detecting Machine-Generated Long-Form Content with Latent-Space Variables EMNLP 2024 Detection and Measurement of Syntactic Templates in Generated Text EMNLP 2024 Deterministic Reversible Data Augmentation for Neural Machine Translation ACL 2024 DFD: Distilling the Feature Disparity Differently for Detectors ICML 2024 DictDis: Dictionary Constrained Disambiguation for Improved NMT EMNLP 2024 Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect Estimation UAI 2024 Differentiable Product Quantization for Memory Efficient Camera Relocalization ECCV 2024 Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos NeurIPS 2024 Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement NeurIPS 2024 Direct May Not Be the Best: An Incremental Evolution View of Pose Generation AAAI 2024 Direct Unlearning Optimization for Robust and Safe Text-to-Image Models NeurIPS 2024 DisCEdit: Model Editing by Identifying Discriminative Components NeurIPS 2024 Discovering Environments with XRM ICML 2024 Discovering Robotic Interaction Modes with Discrete Representation Learning CoRL 2024 Discrete Dictionary-based Decomposition Layer for Structured Representation Learning NeurIPS 2024 Discrete Latent Perspective Learning for Segmentation and Detection ICML 2024 Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods AISTATS 2024 Disentangled Learning with Synthetic Parallel Data for Text Style Transfer ACL 2024