| Does Vector Quantization Fail in Spatio-Temporal Forecasting? Exploring a Differentiable Sparse Soft-Vector Quantization Approach | Dec 6, 2023 | AttributeComputational Efficiency | CodeCode Available | 1 |
| LGFCTR: Local and Global Feature Convolutional Transformer for Image Matching | Nov 29, 2023 | Decoderregression | CodeCode Available | 1 |
| D4AM: A General Denoising Framework for Downstream Acoustic Models | Nov 28, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| X-Ray to CT Rigid Registration Using Scene Coordinate Regression | Nov 25, 2023 | Computed Tomography (CT)regression | CodeCode Available | 1 |
| Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging | Nov 24, 2023 | Computational EfficiencyImage Reconstruction | CodeCode Available | 1 |
| Learning Arousal-Valence Representation from Categorical Emotion Labels of Speech | Nov 24, 2023 | Dimensionality ReductionEmotion Classification | CodeCode Available | 1 |
| Machine-Guided Discovery of a Real-World Rogue Wave Model | Nov 21, 2023 | Model Selectionregression | CodeCode Available | 1 |
| Evidential Uncertainty Quantification: A Variance-Based Perspective | Nov 19, 2023 | Active LearningClassification | CodeCode Available | 1 |
| Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box | Nov 6, 2023 | Object Detectionregression | CodeCode Available | 1 |
| FocusTune: Tuning Visual Localization through Focus-Guided Sampling | Nov 6, 2023 | regressionVisual Localization | CodeCode Available | 1 |
| Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis | Nov 2, 2023 | Density EstimationDiversity | CodeCode Available | 1 |
| Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms | Nov 2, 2023 | Binary ClassificationDomain Generalization | CodeCode Available | 1 |
| Stochastic Gradient Descent for Gaussian Processes Done Right | Oct 31, 2023 | Bayesian OptimisationGaussian Processes | CodeCode Available | 1 |
| Implicit Manifold Gaussian Process Regression | Oct 30, 2023 | regression | CodeCode Available | 1 |
| TRIAGE: Characterizing and auditing training data for improved regression | Oct 29, 2023 | regression | CodeCode Available | 1 |
| TIC-TAC: A Framework for Improved Covariance Estimation in Deep Heteroscedastic Regression | Oct 29, 2023 | Pose Estimationregression | CodeCode Available | 1 |
| Machine learning in physics: a short guide | Oct 16, 2023 | Causal Inferenceregression | CodeCode Available | 1 |
| FABind: Fast and Accurate Protein-Ligand Binding | Oct 10, 2023 | Blind DockingDrug Discovery | CodeCode Available | 1 |
| ODEFormer: Symbolic Regression of Dynamical Systems with Transformers | Oct 9, 2023 | regressionSymbolic Regression | CodeCode Available | 1 |
| AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification | Sep 29, 2023 | parameter estimationregression | CodeCode Available | 1 |
| Mixup Your Own Pairs | Sep 28, 2023 | Contrastive Learningregression | CodeCode Available | 1 |
| HTC-DC Net: Monocular Height Estimation from Single Remote Sensing Images | Sep 28, 2023 | regression | CodeCode Available | 1 |
| fastMONAI: A low-code deep learning library for medical image analysis | Sep 26, 2023 | Medical Image AnalysisMedical Image Classification | CodeCode Available | 1 |
| IEBins: Iterative Elastic Bins for Monocular Depth Estimation | Sep 25, 2023 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Boolformer: Symbolic Regression of Logic Functions with Transformers | Sep 21, 2023 | Binary Classificationregression | CodeCode Available | 1 |
