| Real-Time Monocular Human Depth Estimation and Segmentation on Embedded Systems | Aug 24, 2021 | Collision AvoidanceDecoder | CodeCode Available | 1 |
| DSNAS: Direct Neural Architecture Search without Parameter Retraining | Feb 21, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 |
| OnsagerNet: Learning Stable and Interpretable Dynamics using a Generalized Onsager Principle | Sep 6, 2020 | | CodeCode Available | 1 |
| SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot Interaction | Oct 2, 2021 | Human motion predictionMotion Planning | CodeCode Available | 1 |
| EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection | Jul 17, 2020 | 3D Object DetectionGeneral Classification | CodeCode Available | 1 |
| Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers | Sep 22, 2021 | | CodeCode Available | 1 |
| BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation | Jun 26, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images | May 31, 2021 | Few-Shot LearningImage Classification | CodeCode Available | 1 |
| Multispectral Vineyard Segmentation: A Deep Learning approach | Aug 2, 2021 | Deep LearningSegmentation | CodeCode Available | 1 |
| Single-Stage Semantic Segmentation from Image Labels | May 16, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Continual Learning at the Edge: Real-Time Training on Smartphone Devices | May 24, 2021 | Continual Learning | CodeCode Available | 1 |
| A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy Grids | Oct 12, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Object-oriented SLAM using Quadrics and Symmetry Properties for Indoor Environments | Apr 11, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| DepthTrack : Unveiling the Power of RGBD Tracking | Aug 31, 2021 | Object Tracking | CodeCode Available | 1 |
| Distributed Deep Neural Networks over the Cloud, the Edge and End Devices | Sep 6, 2017 | Distributed ComputingObject Recognition | CodeCode Available | 1 |
| Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields | Mar 24, 2021 | NeRF | CodeCode Available | 1 |
| Investigating practical linear temporal difference learning | Feb 28, 2016 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment | Jun 10, 2020 | Segmentation | CodeCode Available | 1 |
| Path Integral Based Convolution and Pooling for Graph Neural Networks | Jun 29, 2020 | Graph ClassificationGraph Regression | CodeCode Available | 1 |
| SynthRef: Generation of Synthetic Referring Expressions for Object Segmentation | Jun 8, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks | Nov 14, 2021 | energy managementManagement | CodeCode Available | 1 |
| Align Deep Features for Oriented Object Detection | Aug 21, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Multilevel Graph Matching Networks for Deep Graph Similarity Learning | Jul 8, 2020 | Graph ClassificationGraph Matching | CodeCode Available | 1 |
| Trust Your IMU: Consequences of Ignoring the IMU Drift | Mar 15, 2021 | | CodeCode Available | 1 |
| Progressive Semantic Segmentation | Apr 8, 2021 | GPULand Cover Classification | CodeCode Available | 1 |
| Learning Visible Connectivity Dynamics for Cloth Smoothing | May 21, 2021 | Deformable Object ManipulationInductive Bias | CodeCode Available | 1 |
| SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning | Jan 24, 2024 | Question Answeringreinforcement-learning | CodeCode Available | 1 |
| Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach | Feb 20, 2023 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network | Jan 26, 2020 | Graph Neural NetworkPosition | CodeCode Available | 1 |
| SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations | Jul 8, 2020 | Object DetectionTraffic Sign Recognition | CodeCode Available | 1 |
| Algorithmic Causal Effect Identification with causaleffect | Jul 9, 2021 | Causal Inference | CodeCode Available | 1 |
| EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models | Oct 16, 2021 | DecoderLanguage Modelling | CodeCode Available | 1 |
| Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images | Aug 9, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 |
| BLEND: A Fast, Memory-Efficient, and Accurate Mechanism to Find Fuzzy Seed Matches in Genome Analysis | Dec 16, 2021 | | CodeCode Available | 1 |
| Multi-class Gaussian Process Classification with Noisy Inputs | Jan 28, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic | Jun 7, 2021 | ArticlesMisinformation | CodeCode Available | 1 |
| Dense Uncertainty Estimation | Oct 13, 2021 | Decision Making | CodeCode Available | 1 |
| SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup | Oct 5, 2020 | Active LearningData Augmentation | CodeCode Available | 1 |
| On Episodes, Prototypical Networks, and Few-shot Learning | Dec 17, 2020 | Few-Shot Learning | CodeCode Available | 1 |
| MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences | Oct 22, 2020 | Emotion RecognitionMultimodal Sentiment Analysis | CodeCode Available | 1 |
| Domain Adaptation Through Task Distillation | Aug 27, 2020 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| LLA: Loss-aware Label Assignment for Dense Pedestrian Detection | Jan 12, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and Attention | Jan 19, 2021 | Image InpaintingNeural Architecture Search | CodeCode Available | 1 |
| DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling | Feb 16, 2025 | PredictionRecommendation Systems | CodeCode Available | 1 |
| FedTabDiff: Federated Learning of Diffusion Probabilistic Models for Synthetic Mixed-Type Tabular Data Generation | Jan 11, 2024 | AttributeDenoising | CodeCode Available | 1 |
| Exploration of Algorithmic Trading Strategies for the Bitcoin Market | Oct 28, 2021 | Algorithmic Trading | CodeCode Available | 1 |
| Question-Driven Summarization of Answers to Consumer Health Questions | May 18, 2020 | Medical Question AnsweringQuestion Answering | CodeCode Available | 1 |
| A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction | Nov 17, 2021 | BIG-bench Machine LearningCrop Yield Prediction | CodeCode Available | 1 |
| Deep Translation Prior: Test-time Training for Photorealistic Style Transfer | Dec 12, 2021 | Style TransferTranslation | CodeCode Available | 1 |
| DINO: A Conditional Energy-Based GAN for Domain Translation | Feb 18, 2021 | Translation | CodeCode Available | 1 |
