Representation Learning

Sequential Disentanglement by Extracting Static Information From A Single Sequence Element ICML 2024 Set-based Neural Network Encoding Without Weight Tying NeurIPS 2024 SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully EMNLP 2024 ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and Deformation CVPR 2024 Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-Time Dynamics AAAI 2024 SignGraph: A Sign Sequence is Worth Graphs of Nodes CVPR 2024 Sign Rank Limitations for Inner Product Graph Decoders ICML 2024 Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024 Simple Contrastive Multi-View Clustering with Data-Level Fusion IJCAI 2024 Simple Orthogonal Graph Representation Learning (Student Abstract) AAAI 2024 Simple Semantic-Aided Few-Shot Learning CVPR 2024 Simulation-Free Training of Neural ODEs on Paired Data NeurIPS 2024 SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions NeurIPS 2024 Sliced Wasserstein with Random-Path Projecting Directions ICML 2024 Slicing Mutual Information Generalization Bounds for Neural Networks ICML 2024 SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction NeurIPS 2024 Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models CVPR 2024 SMuCo: Reinforcement Learning for Visual Control via Sequential Multi-view Total Correlation UAI 2024 SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation CVPR 2024 Social Physics Informed Diffusion Model for Crowd Simulation AAAI 2024 SODA: Bottleneck Diffusion Models for Representation Learning CVPR 2024 SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge CVPR 2024 Space Decomposition for Sentence Embedding ACL 2024 Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation AAAI 2024 Sparse Inducing Points in Deep Gaussian Processes: Enhancing Modeling with Denoising Diffusion Variational Inference ICML 2024