Representation Learning

PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting NeurIPS 2024 PhAST: Physics-Aware, Scalable, and Task-Specific GNNs for Accelerated Catalyst Design JMLR 2024 PhoneViz: exploring alignments at a glance Interspeech 2024 Phonotactic Complexity across Dialects COLING 2024 Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning NeurIPS 2024 Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling NeurIPS 2024 Physics-Informed Representation and Learning: Control and Risk Quantification AAAI 2024 PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract) AAAI 2024 PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns CVPR 2024 PID: Prompt-Independent Data Protection Against Latent Diffusion Models ICML 2024 Piecewise Linear Transformation – Propagating Aleatoric Uncertainty in Neural Networks AAAI 2024 PIGEON: Predicting Image Geolocations CVPR 2024 Pinealai at SemEval-2024 Task 1: Exploring Semantic Relatedness Prediction using Syntactic, TF-IDF, and Distance-Based Features. SemEval 2024 Pirates at ArabicNLU2024: Enhancing Arabic Word Sense Disambiguation using Transformer-Based Approaches ACL 2024 PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods COLING 2024 PITA: Prompting Task Interaction for Argumentation Mining ACL 2024 PitchFlow: adding pitch control to a Flow-matching based TTS model Interspeech 2024 PIXAR: Auto-Regressive Language Modeling in Pixel Space ACL 2024 Pixel-Aligned Language Model CVPR 2024 Pixel-level Semantic Correspondence through Layout-aware Representation Learning and Multi-scale Matching Integration CVPR 2024 PixelLM: Pixel Reasoning with Large Multimodal Model CVPR 2024 Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language Models EMNLP 2024 Place Anything into Any Video IJCAI 2024 Plant-and-Steal: Truthful Fair Allocations via Predictions NeurIPS 2024 Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Bias EMNLP 2024