Representation Learning

Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge EMNLP 2024 Forward-Backward Reasoning in Large Language Models for Mathematical Verification ACL 2024 Foundations of Multivariate Distributional Reinforcement Learning NeurIPS 2024 Framework-Agnostic Semantically-Aware Global Reasoning for Segmentation WACV 2024 Fréchet Random Forests for Metric Space Valued Regression with Non Euclidean Predictors JMLR 2024 FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction ICLR 2024 Free-form Flows: Make Any Architecture a Normalizing Flow AISTATS 2024 Frequency Adaptive Normalization For Non-stationary Time Series Forecasting NeurIPS 2024 Frequency-aware Generative Models for Multivariate Time Series Imputation NeurIPS 2024 Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture CVPR 2024 Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024 From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication ICLR 2024 From Causal to Concept-Based Representation Learning NeurIPS 2024 From Dictionary to Tensor: A Scalable Multi-View Subspace Clustering Framework with Triple Information Enhancement NeurIPS 2024 From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module ICLR 2024 From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models ACL 2024 From Pixels to Metal: AI-Empowered Numismatic Art IJCAI 2024 From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression EMNLP 2024 From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers ICML 2024 From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024 From Statistical Relational to Neuro-Symbolic Artificial Intelligence AAAI 2024 From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts EMNLP 2024 Frozen Feature Augmentation for Few-Shot Image Classification CVPR 2024 Full-Atom Peptide Design based on Multi-modal Flow Matching ICML 2024 Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products NeurIPS 2024