Deep Learning

Precipitation Downscaling with Spatiotemporal Video Diffusion NeurIPS 2024 Predicting Mandarin and Cantonese Adult Speakers’ Eye-Movement Patterns in Natural Reading EACL 2024 Predicting Narratives of Climate Obstruction in Social Media Advertising ACL 2024 Preserving Fairness Generalization in Deepfake Detection CVPR 2024 Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks NeurIPS 2024 ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons NeurIPS 2024 Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI CVPR 2024 Q-SENN: Quantized Self-Explaining Neural Networks AAAI 2024 Quantum Deep Equilibrium Models NeurIPS 2024 RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks NeurIPS 2024 Rationales for Answers to Simple Math Word Problems Confuse Large Language Models ACL 2024 realSEUDO for real-time calcium imaging analysis NeurIPS 2024 Real-time Acquisition and Reconstruction of Dynamic Volumes with Neural Structured Illumination CVPR 2024 Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training NeurIPS 2024 ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods EMNLP 2024 Red Teaming Language Models for Processing Contradictory Dialogues EMNLP 2024 Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NeurIPS 2024 Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective NeurIPS 2024 Revisiting Adversarial Training at Scale CVPR 2024 Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation NeurIPS 2024 Robust Non-linear Normalization of Heterogeneous Feature Distributions with Adaptive Tanh-Estimators AISTATS 2024 Robust Visual Recognition with Class-Imbalanced Open-World Noisy Data AAAI 2024 Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut NeurIPS 2024 SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series NeurIPS 2024 Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks NeurIPS 2024