| Deep Learning and Foundation Models for Weather Prediction: A Survey | Jan 12, 2025 | Deep LearningPrediction | CodeCode Available | 2 |
| Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models | Aug 13, 2022 | Deep Learning | CodeCode Available | 2 |
| SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing | Jul 16, 2022 | Activity RecognitionDeep Learning | CodeCode Available | 2 |
| Deep learning for 3D human pose estimation and mesh recovery: A survey | Feb 29, 2024 | 3D Human Pose EstimationAutonomous Driving | CodeCode Available | 2 |
| DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning | Apr 18, 2022 | Active LearningContinual Learning | CodeCode Available | 2 |
| Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes | Aug 30, 2024 | Deep LearningImage Segmentation | CodeCode Available | 2 |
| GNSS/GPS Spoofing and Jamming Identification Using Machine Learning and Deep Learning | Jan 4, 2025 | Deep Learning | CodeCode Available | 2 |
| Forecasting GPU Performance for Deep Learning Training and Inference | Jul 18, 2024 | Deep LearningGPU | CodeCode Available | 2 |
| CogDL: A Comprehensive Library for Graph Deep Learning | Mar 1, 2021 | Deep LearningGraph Classification | CodeCode Available | 2 |
| Deep Learning for Camera Calibration and Beyond: A Survey | Mar 19, 2023 | Camera CalibrationDeep Learning | CodeCode Available | 2 |
| Hopular: Modern Hopfield Networks for Tabular Data | Jun 1, 2022 | Deep LearningGeneral Classification | CodeCode Available | 2 |
| ICML 2023 Topological Deep Learning Challenge : Design and Results | Sep 26, 2023 | Deep Learning | CodeCode Available | 2 |
| HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images | Apr 14, 2024 | Change DetectionDeep Learning | CodeCode Available | 2 |
| Room impulse response reconstruction with physics-informed deep learning | Jan 2, 2024 | Deep Learning | CodeCode Available | 2 |
| Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System | Jan 31, 2019 | Deep LearningDisease Prediction | CodeCode Available | 1 |
| Characterizing Driving Styles with Deep Learning | Jul 13, 2016 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application | Aug 21, 2020 | Acoustic Scene ClassificationData Augmentation | CodeCode Available | 1 |
| Salient ImageNet: How to discover spurious features in Deep Learning? | Oct 8, 2021 | AttributeDeep Learning | CodeCode Available | 1 |
| ChangeAnywhere: Sample Generation for Remote Sensing Change Detection via Semantic Latent Diffusion Model | Apr 13, 2024 | Change DetectionDeep Learning | CodeCode Available | 1 |
| Classical Planning in Deep Latent Space | Jun 30, 2021 | Deep LearningSokoban | CodeCode Available | 1 |
| Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks? | Jan 17, 2024 | Deep Learning | CodeCode Available | 1 |
| Can GAN originate new electronic dance music genres? -- Generating novel rhythm patterns using GAN with Genre Ambiguity Loss | Nov 25, 2020 | Deep LearningMusic Generation | CodeCode Available | 1 |
| Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS | Dec 3, 2022 | Bayesian OptimizationDeep Learning | CodeCode Available | 1 |
| Calibrating LLMs with Information-Theoretic Evidential Deep Learning | Feb 10, 2025 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| Can Deep Learning Recognize Subtle Human Activities? | Mar 30, 2020 | Action ClassificationDeep Learning | CodeCode Available | 1 |
| Causal Analysis of Customer Churn Using Deep Learning | Apr 20, 2023 | Deep LearningMarketing | CodeCode Available | 1 |
| Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems | Nov 20, 2020 | Deep Learning | CodeCode Available | 1 |
| BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning | Aug 18, 2020 | 3D ReconstructionDeep Learning | CodeCode Available | 1 |
| Building a Scalable and Interpretable Bayesian Deep Learning Framework for Quality Control of Free Form Surfaces | Apr 7, 1994 | Active LearningBenchmarking | CodeCode Available | 1 |
| Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs | Nov 23, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach | Sep 19, 2022 | Bilevel OptimizationContinual Learning | CodeCode Available | 1 |
| Bounding Training Data Reconstruction in Private (Deep) Learning | Jan 28, 2022 | Deep Learning | CodeCode Available | 1 |
| Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to Bangla | May 31, 2021 | Deep Learningspeech-recognition | CodeCode Available | 1 |
| A Benchmark on Uncertainty Quantification for Deep Learning Prognostics | Feb 9, 2023 | Active LearningDecision Making | CodeCode Available | 1 |
| Blind Backdoors in Deep Learning Models | May 8, 2020 | Deep Learning | CodeCode Available | 1 |
| BionoiNet: ligand-binding site classification with off-the-shelf deep neural network | Feb 13, 2020 | Deep Learningimage-classification | CodeCode Available | 1 |
| DeepMoD: Deep learning for Model Discovery in noisy data | Apr 20, 2019 | Deep LearningModel Discovery | CodeCode Available | 1 |
| BiOnt: Deep Learning using Multiple Biomedical Ontologies for Relation Extraction | Jan 20, 2020 | Deep LearningRelation | CodeCode Available | 1 |
| BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning | Nov 8, 2021 | Deep Learning | CodeCode Available | 1 |
| Bypassing Backdoor Detection Algorithms in Deep Learning | May 31, 2019 | Deep Learning | CodeCode Available | 1 |
| Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks | Apr 7, 2025 | Deep Learning | CodeCode Available | 1 |
| BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense | Jan 16, 2023 | Backdoor AttackDeep Learning | CodeCode Available | 1 |
| BBS: Bi-directional Bit-level Sparsity for Deep Learning Acceleration | Sep 8, 2024 | Deep LearningQuantization | CodeCode Available | 1 |
| Benchmarking Deep Learning Interpretability in Time Series Predictions | Oct 26, 2020 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Bayesian neural networks via MCMC: a Python-based tutorial | Apr 2, 2023 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| ArcticNet: A Deep Learning Solution to Classify Arctic Wetlands | Jun 1, 2019 | Deep Learning | CodeCode Available | 1 |
| Bayesian sparsification for deep neural networks with Bayesian model reduction | Sep 21, 2023 | Deep LearningVariational Inference | CodeCode Available | 1 |
| Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning | Jun 10, 2021 | Deep Learning | CodeCode Available | 1 |
| BayesDLL: Bayesian Deep Learning Library | Sep 22, 2023 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks | Jul 14, 2022 | Autonomous DrivingDeblurring | CodeCode Available | 1 |