| Non-Local Spatial Propagation Network for Depth Completion | Jul 20, 2020 | Depth CompletionDepth Estimation | CodeCode Available | 1 |
| Visual Distant Supervision for Scene Graph Generation | Mar 29, 2021 | Graph GenerationPredicate Classification | CodeCode Available | 1 |
| Nonlinear Transform Source-Channel Coding for Semantic Communications | Dec 21, 2021 | | CodeCode Available | 1 |
| PDDLGym: Gym Environments from PDDL Problems | Feb 15, 2020 | Decision MakingOpenAI Gym | CodeCode Available | 1 |
| Post-Training Piecewise Linear Quantization for Deep Neural Networks | Jan 31, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Dense Relational Image Captioning via Multi-task Triple-Stream Networks | Oct 8, 2020 | Graph GenerationImage Captioning | CodeCode Available | 1 |
| Learning with Noisy Class Labels for Instance Segmentation | Aug 1, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Data Augmentation for Object Detection via Differentiable Neural Rendering | Mar 4, 2021 | Data AugmentationNeural Rendering | CodeCode Available | 1 |
| Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning | Mar 28, 2020 | Adversarial Robustness | CodeCode Available | 1 |
| Tube-Certified Trajectory Tracking for Nonlinear Systems With Robust Control Contraction Metrics | Sep 9, 2021 | Motion Planningvalid | CodeCode Available | 1 |
| Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach | Jan 28, 2020 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 |
| SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention | Jun 7, 2021 | | CodeCode Available | 1 |
| Early Design Exploration of Aerospace Systems Using Assume-Guarantee Contracts | Sep 3, 2024 | Management | CodeCode Available | 1 |
| Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease Progression | May 6, 2020 | ImputationMissing Values | CodeCode Available | 1 |
| RegionViT: Regional-to-Local Attention for Vision Transformers | Jun 4, 2021 | Action Recognitionimage-classification | CodeCode Available | 1 |
| Sentence Bottleneck Autoencoders from Transformer Language Models | Aug 31, 2021 | DecoderDenoising | CodeCode Available | 1 |
| Focus! Rating XAI Methods and Finding Biases | Sep 28, 2021 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning | Dec 9, 2021 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Cascaded Deep Video Deblurring Using Temporal Sharpness Prior | Apr 6, 2020 | DeblurringOptical Flow Estimation | CodeCode Available | 1 |
| Accelerating lifelong reinforcement learning via reshaping rewards | Oct 17, 2021 | Lifelong learningreinforcement-learning | CodeCode Available | 1 |
| How Well Do Self-Supervised Models Transfer? | Nov 26, 2020 | Classifier calibrationFew-Shot Learning | CodeCode Available | 1 |
| Anomaly Detection-Based Unknown Face Presentation Attack Detection | Jul 11, 2020 | Anomaly DetectionFace Presentation Attack Detection | CodeCode Available | 1 |
| Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities | Jun 14, 2021 | Emotion RecognitionInformation Retrieval | CodeCode Available | 1 |
| Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers | Aug 17, 2020 | Decision MakingInterpretable Machine Learning | CodeCode Available | 1 |
| Heterogeneous Molecular Graph Neural Networks for Predicting Molecule Properties | Sep 26, 2020 | Formation EnergyGraph Neural Network | CodeCode Available | 1 |
| Few-shot Action Recognition with Prototype-centered Attentive Learning | Jan 20, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
| 3D Face From X: Learning Face Shape from Diverse Sources | Aug 16, 2018 | 3D Face Modelling3D Face Reconstruction | CodeCode Available | 1 |
| Multi-Time Attention Networks for Irregularly Sampled Time Series | Jan 25, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| CCPM: A Chinese Classical Poetry Matching Dataset | Jun 3, 2021 | Translation | CodeCode Available | 1 |
| TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation | Jul 12, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural Networks by Pruning A Randomly Weighted Network | Mar 17, 2021 | Classification with Binary Neural NetworkClassification with Binary Weight Network | CodeCode Available | 1 |
| Evolutionary Population Curriculum for Scaling Multi-Agent Reinforcement Learning | Mar 23, 2020 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads | May 24, 2021 | CPUGPU | CodeCode Available | 1 |
| Adversarial Robustness Against the Union of Multiple Perturbation Models | Sep 9, 2019 | Adversarial Robustness | CodeCode Available | 1 |
| Searching for polarization in signed graphs: a local spectral approach | Jan 26, 2020 | | CodeCode Available | 1 |
| STARC: Structured Annotations for Reading Comprehension | Apr 30, 2020 | Multiple-choiceReading Comprehension | CodeCode Available | 1 |
| Volume Rendering of Neural Implicit Surfaces | Jun 22, 2021 | DisentanglementInductive Bias | CodeCode Available | 1 |
| Generative Compositional Augmentations for Scene Graph Prediction | Jul 11, 2020 | Graph GenerationLanguage Modelling | CodeCode Available | 1 |
| M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender Systems | May 20, 2020 | Graph Representation LearningInductive Bias | CodeCode Available | 1 |
| Mask-Guided Discovery of Semantic Manifolds in Generative Models | May 15, 2021 | Disentanglement | CodeCode Available | 1 |
| Strategic Classification | Jun 23, 2015 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Learning Compact Representations of Neural Networks using DiscriminAtive Masking (DAM) | Oct 1, 2021 | Dimensionality ReductionGraph Representation Learning | CodeCode Available | 1 |
| Vis2Mesh: Efficient Mesh Reconstruction from Unstructured Point Clouds of Large Scenes with Learned Virtual View Visibility | Aug 18, 2021 | 3D Surface GenerationBinary Classification | CodeCode Available | 1 |
| Detecting 32 Pedestrian Attributes for Autonomous Vehicles | Dec 4, 2020 | AttributeAutonomous Driving | CodeCode Available | 1 |
| Disentangled Face Attribute Editing via Instance-Aware Latent Space Search | May 26, 2021 | AttributeDisentanglement | CodeCode Available | 1 |
| Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set Alignment | May 19, 2023 | | CodeCode Available | 1 |
| Uni-PrevPredMap: Extending PrevPredMap to a Unified Framework of Prior-Informed Modeling for Online Vectorized HD Map Construction | Apr 9, 2025 | Autonomous DrivingOnline Vectorized HD Map Construction | CodeCode Available | 1 |
| An Empirical Study: Extensive Deep Temporal Point Process | Oct 19, 2021 | Graph structure learningVariational Inference | CodeCode Available | 1 |
| CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture Recognition | Apr 20, 2020 | Gesture RecognitionLifelong learning | CodeCode Available | 1 |
| Data-Driven Robust Optimization using Unsupervised Deep Learning | Nov 19, 2020 | ClusteringDeep Learning | CodeCode Available | 1 |