Representation Learning

A Global Geometric Analysis of Maximal Coding Rate Reduction ICML 2024 ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data ICML 2024 Algebraic Positional Encodings NeurIPS 2024 Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction NeurIPS 2024 A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task ACL 2024 Amortized Equation Discovery in Hybrid Dynamical Systems ICML 2024 A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024 Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024 A New Benchmark and Model for Challenging Image Manipulation Detection AAAI 2024 Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection CVPR 2024 Any-dimensional equivariant neural networks AISTATS 2024 Any-Stereo: Arbitrary Scale Disparity Estimation for Iterative Stereo Matching AAAI 2024 Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification NeurIPS 2024 Are there identifiable structural parts in the sentence embedding whole? EMNLP 2024 A sampling theory perspective on activations for implicit neural representations ICML 2024 A Sequential Learning-Based Approach for Monocular Human Performance Capture WACV 2024 ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering CVPR 2024 A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective NeurIPS 2024 Association Pattern-aware Fusion for Biological Entity Relationship Prediction NeurIPS 2024 A Survey on Detection of LLMs-Generated Content EMNLP 2024 Asymptotics of Learning with Deep Structured (Random) Features ICML 2024 Asynchronous Perception Machine for Efficient Test Time Training NeurIPS 2024 AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction AAAI 2024 A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks AAAI 2024 A Two-Step Approach for Data-Efficient French Pronunciation Learning EMNLP 2024