Deep Learning

Deep anytime-valid hypothesis testing AISTATS 2024 Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees AAAI 2024 DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging Data AISTATS 2024 Deep Learning-Based Alternative Route Computation AISTATS 2024 Demystifying Verbatim Memorization in Large Language Models EMNLP 2024 Detecting Suicide Risk Patterns using Hierarchical Attention Networks with Large Language Models EACL 2024 DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ NeurIPS 2024 Differentially Private Deep Learning with Importance-based Adaptive Gradient Processing ACML 2024 Dirichlet-Based Prediction Calibration for Learning with Noisy Labels AAAI 2024 Discovering and Mitigating Visual Biases through Keyword Explanation CVPR 2024 Discriminability-Driven Channel Selection for Out-of-Distribution Detection CVPR 2024 Distributionally Robust Performative Prediction NeurIPS 2024 Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization EACL 2024 Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024 DOFEN: Deep Oblivious Forest ENsemble NeurIPS 2024 Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models EMNLP 2024 Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets NeurIPS 2024 Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing AAAI 2024 EasyDrag: Efficient Point-based Manipulation on Diffusion Models CVPR 2024 EasyTS: The Express Lane to Long Time Series Forecasting AAAI 2024 ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks NeurIPS 2024 ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024 Efficient LLM Scheduling by Learning to Rank NeurIPS 2024 emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography NeurIPS 2024 End-to-End Learning of LTLf Formulae by Faithful LTLf Encoding AAAI 2024