Deep Learning

Causality-enhanced Discreted Physics-informed Neural Networks for Predicting Evolutionary Equations IJCAI 2024 CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning AAAI 2024 Challenging Error Correction in Recognised Byzantine Greek ACL 2024 Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization NeurIPS 2024 Classification with Deep Neural Networks and Logistic Loss JMLR 2024 Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types AAAI 2024 Consistency of Neural Causal Partial Identification NeurIPS 2024 Continuous Pose for Monocular Cameras in Neural Implicit Representation CVPR 2024 CuReD: Deep Learning Optical Character Recognition for Cuneiform Text Editions and Legacy Materials ACL 2024 CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data CVPR 2024 DCV2I: A Practical Approach for Supporting Geographers’ Visual Interpretation in Dune Segmentation with Deep Vision Models AAAI 2024 Decoupled Optimisation for Long-Tailed Visual Recognition AAAI 2024 Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees AAAI 2024 Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis WACV 2024 Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings EACL 2024 Deep Multi-Dimensional Classification with Pairwise Dimension-Specific Features IJCAI 2024 Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening AAAI 2024 Deep Video Inverse Tone Mapping Based on Temporal Clues CVPR 2024 Defog Artificial Intelligence Glasses: Neural Networks for the Imperfect Real World AAAI 2024 Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts AISTATS 2024 Did the Names I Used within My Essay Affect My Score? Diagnosing Name Biases in Automated Essay Scoring EACL 2024 Dirichlet-based Uncertainty Quantification for Personalized Federated Learning with Improved Posterior Networks IJCAI 2024 DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields CVPR 2024 DLRG-DravidianLangTech@EACL2024 : Combating Hate Speech in Telugu Code-mixed Text on Social Media EACL 2024 dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans NeurIPS 2024