| MegBA: A GPU-Based Distributed Library for Large-Scale Bundle Adjustment | Dec 2, 2021 | GPU | CodeCode Available | 1 | 5 |
| An efficient manifold density estimator for all recommendation systems | Jun 2, 2020 | AllDensity Estimation | CodeCode Available | 1 | 5 |
| How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study | Jan 25, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer | Apr 23, 2020 | 4kStyle Transfer | CodeCode Available | 1 | 5 |
| Neural Laplace: Learning diverse classes of differential equations in the Laplace domain | Jun 10, 2022 | | CodeCode Available | 1 | 5 |
| Learning Efficient Abstract Planning Models that Choose What to Predict | Aug 16, 2022 | Decision MakingOperator learning | CodeCode Available | 1 | 5 |
| Generative Dynamic Patch Attack | Nov 8, 2021 | | CodeCode Available | 1 | 5 |
| AirSim Drone Racing Lab | Mar 12, 2020 | BenchmarkingOptical Flow Estimation | CodeCode Available | 1 | 5 |
| PENS: A Dataset and Generic Framework for Personalized News Headline Generation | Aug 1, 2021 | Headline Generation | CodeCode Available | 1 | 5 |
| Contrastive Syn-to-Real Generalization | Apr 6, 2021 | DiversityDomain Generalization | CodeCode Available | 1 | 5 |
| Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary | Oct 1, 2020 | Question Answering | CodeCode Available | 1 | 5 |
| NeRFFaceEditing: Disentangled Face Editing in Neural Radiance Fields | Nov 15, 2022 | DecoderDisentanglement | CodeCode Available | 1 | 5 |
| Are Bias Mitigation Techniques for Deep Learning Effective? | Apr 1, 2021 | Deep LearningQuestion Answering | CodeCode Available | 1 | 5 |
| VQCPC-GAN: Variable-Length Adversarial Audio Synthesis Using Vector-Quantized Contrastive Predictive Coding | May 4, 2021 | Audio Synthesis | CodeCode Available | 1 | 5 |
| Blended Diffusion for Text-driven Editing of Natural Images | Nov 29, 2021 | text-guided-image-editingText-to-Image Generation | CodeCode Available | 1 | 5 |
| Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels | Apr 7, 2021 | Graph Mining | CodeCode Available | 1 | 5 |
| Self-supervised Low Light Image Enhancement and Denoising | Mar 1, 2021 | DenoisingImage Enhancement | CodeCode Available | 1 | 5 |
| Graph Convolutional Networks for Graphs Containing Missing Features | Jul 9, 2020 | Graph LearningImputation | CodeCode Available | 1 | 5 |
| Solving Black-Box Optimization Challenge via Learning Search Space Partition for Local Bayesian Optimization | Dec 18, 2020 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation | Jul 3, 2020 | ObjectObject Localization | CodeCode Available | 1 | 5 |
| Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise | Dec 10, 2020 | Image Classification | CodeCode Available | 1 | 5 |
| Mismatched No More: Joint Model-Policy Optimization for Model-Based RL | Oct 6, 2021 | modelModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks | Jul 1, 2021 | | CodeCode Available | 1 | 5 |
| VDSM: Unsupervised Video Disentanglement with State-Space Modeling and Deep Mixtures of Experts | Mar 12, 2021 | DecoderDisentanglement | CodeCode Available | 1 | 5 |
| Match Them Up: Visually Explainable Few-shot Image Classification | Nov 25, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models | Feb 16, 2020 | Semantic Textual SimilaritySentence | CodeCode Available | 1 | 5 |
| The Lottery Ticket Hypothesis for Object Recognition | Dec 8, 2020 | Instance SegmentationKeypoint Estimation | CodeCode Available | 1 | 5 |
| Multi-Domain Dialogue Acts and Response Co-Generation | Apr 26, 2020 | Response GenerationTask-Oriented Dialogue Systems | CodeCode Available | 1 | 5 |
| Dynamic Channel Pruning: Feature Boosting and Suppression | Oct 12, 2018 | Model CompressionNetwork Pruning | CodeCode Available | 1 | 5 |
| Robust Empirical Bayes Confidence Intervals | Apr 7, 2020 | | CodeCode Available | 1 | 5 |
| An Efficient PointLSTM for Point Clouds Based Gesture Recognition | Jun 1, 2020 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 | 5 |
| Transforming Spectrum and Prosody for Emotional Voice Conversion with Non-Parallel Training Data | Feb 1, 2020 | Voice Conversion | CodeCode Available | 1 | 5 |
| Curating a COVID-19 data repository and forecasting county-level death counts in the United States | May 16, 2020 | COVID-19 TrackingDecision Making | CodeCode Available | 1 | 5 |
| Few-shot Open-set Recognition by Transformation Consistency | Mar 2, 2021 | Few-Shot LearningOpen Set Learning | CodeCode Available | 1 | 5 |
| Implicit Temporal Modeling with Learnable Alignment for Video Recognition | Apr 20, 2023 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Deep Graph Convolutional Networks for Wind Speed Prediction | Jan 25, 2021 | ManagementPrediction | CodeCode Available | 1 | 5 |
| SimpleTrack: Understanding and Rethinking 3D Multi-object Tracking | Nov 18, 2021 | 3D Multi-Object TrackingManagement | CodeCode Available | 1 | 5 |
| ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs | Oct 26, 2021 | Knowledge GraphsNegation | CodeCode Available | 1 | 5 |
| Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices | Mar 5, 2021 | Audio ClassificationEnvironmental Sound Classification | CodeCode Available | 1 | 5 |
| Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models | May 16, 2025 | Self-Supervised Learning | CodeCode Available | 1 | 5 |
| Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis | Jul 5, 2021 | Domain AdaptationFault Diagnosis | CodeCode Available | 1 | 5 |
| Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data | Sep 15, 2020 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning | May 23, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration | Mar 25, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Cross-validation: what does it estimate and how well does it do it? | Apr 1, 2021 | Prediction | CodeCode Available | 1 | 5 |
| FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation | Jun 1, 2020 | Optical Flow EstimationTexture Synthesis | CodeCode Available | 1 | 5 |
| Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants | Jun 12, 2020 | AnatomyKidney Function | CodeCode Available | 1 | 5 |
| Highly comparative time-series analysis: The empirical structure of time series and their methods | Apr 3, 2013 | Time SeriesTime Series Analysis | CodeCode Available | 1 | 5 |
| Neural Ensemble Search for Uncertainty Estimation and Dataset Shift | Jun 15, 2020 | AutoMLDiversity | CodeCode Available | 1 | 5 |
| 3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity Challenge | Dec 4, 2021 | GPURetrieval | CodeCode Available | 1 | 5 |
