| SPBERT: An Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs | Jun 18, 2021 | DecoderKnowledge Graphs | CodeCode Available | 1 | 5 |
| Denoising IMU Gyroscopes with Deep Learning for Open-Loop Attitude Estimation | Feb 25, 2020 | Denoising | CodeCode Available | 1 | 5 |
| Privacy-Preserving Gradient Boosting Decision Trees | Nov 11, 2019 | Privacy PreservingSensitivity | CodeCode Available | 1 | 5 |
| ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation | Feb 13, 2020 | Computational EfficiencyDeep Learning | CodeCode Available | 1 | 5 |
| PathoNet: Deep learning assisted evaluation of Ki-67 and tumor infiltrating lymphocytes (TILs) as prognostic factors in breast cancer; A large dataset and baseline | Oct 9, 2020 | Cell Detection | CodeCode Available | 1 | 5 |
| Computer Architecture-Aware Optimisation of DNA Analysis Systems | Jan 13, 2021 | DNA analysis | CodeCode Available | 1 | 5 |
| Invariant Rationalization | Mar 22, 2020 | | CodeCode Available | 1 | 5 |
| A Low-Shot Object Counting Network With Iterative Prototype Adaptation | Nov 15, 2022 | Exemplar-Free CountingObject | CodeCode Available | 1 | 5 |
| On Simple Reactive Neural Networks for Behaviour-Based Reinforcement Learning | Jan 22, 2020 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| ResViT: Residual vision transformers for multi-modal medical image synthesis | Jun 30, 2021 | DiversityImage Generation | CodeCode Available | 1 | 5 |
| Deep Hypergraph U-Net for Brain Graph Embedding and Classification | Aug 30, 2020 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation | Jul 1, 2020 | Style TransferText Style Transfer | CodeCode Available | 1 | 5 |
| Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop | Sep 27, 2019 | 3D Human Pose Estimation3D Human Shape Estimation | CodeCode Available | 1 | 5 |
| FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation | Jun 16, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| Measuring the Algorithmic Efficiency of Neural Networks | May 8, 2020 | | CodeCode Available | 1 | 5 |
| InstaHide: Instance-hiding Schemes for Private Distributed Learning | Oct 6, 2020 | | CodeCode Available | 1 | 5 |
| How Optimal is Greedy Decoding for Extractive Question Answering? | Aug 12, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 | 5 |
| Deep Retrosynthetic Reaction Prediction using Local Reactivity and Global Attention | Aug 5, 2021 | RetrosynthesisSingle-step retrosynthesis | CodeCode Available | 1 | 5 |
| Adaptive Rational Activations to Boost Deep Reinforcement Learning | Feb 18, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Anomaly Detection Using Geometric Transformations | May 28, 2018 | Anomaly Detection | CodeCode Available | 1 | 5 |
| SceneGraphFusion: Incremental 3D Scene Graph Prediction from RGB-D Sequences | Mar 27, 2021 | 3D Object Classification3d scene graph generation | CodeCode Available | 1 | 5 |
| The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy | Oct 20, 2020 | Music Transcription | CodeCode Available | 1 | 5 |
| Sampling Matters in Deep Embedding Learning | Jun 23, 2017 | ClusteringFace Verification | CodeCode Available | 1 | 5 |
| Dual Attention Guided Gaze Target Detection in the Wild | Jun 19, 2021 | | CodeCode Available | 1 | 5 |
| Gaussianization Flows | Mar 4, 2020 | | CodeCode Available | 1 | 5 |
| A Unified Framework for Event-based Frame Interpolation with Ad-hoc Deblurring in the Wild | Jan 12, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 | 5 |
| A framework for bilevel optimization that enables stochastic and global variance reduction algorithms | Jan 31, 2022 | Bilevel Optimization | CodeCode Available | 1 | 5 |
| Neural Networks and Quantum Field Theory | Aug 19, 2020 | Gaussian Processesvalid | CodeCode Available | 1 | 5 |
| One model Packs Thousands of Items with Recurrent Conditional Query Learning | Nov 12, 2021 | Combinatorial Optimization | CodeCode Available | 1 | 5 |
| A Benchmark Environment Motivated by Industrial Control Problems | Sep 27, 2017 | OpenAI GymReinforcement Learning | CodeCode Available | 1 | 5 |
| Lossless Compression with Probabilistic Circuits | Nov 23, 2021 | Data CompressionImage Generation | CodeCode Available | 1 | 5 |
| SNIP: Single-shot Network Pruning based on Connection Sensitivity | Oct 4, 2018 | Image ClassificationNetwork Pruning | CodeCode Available | 1 | 5 |
| Binary Neural Network Aided CSI Feedback in Massive MIMO System | Nov 5, 2020 | Binarization | CodeCode Available | 1 | 5 |
| MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition | Mar 23, 2021 | Data AugmentationImage Classification | CodeCode Available | 1 | 5 |
| Neurosymbolic Transformers for Multi-Agent Communication | Jan 5, 2021 | | CodeCode Available | 1 | 5 |
| BMBC: Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation | Aug 1, 2020 | Motion EstimationVideo Frame Interpolation | CodeCode Available | 1 | 5 |
| Transferable Sparse Adversarial Attack | May 31, 2021 | Adversarial AttackQuantization | CodeCode Available | 1 | 5 |
| On Expressivity and Trainability of Quadratic Networks | Oct 12, 2021 | | CodeCode Available | 1 | 5 |
| SLEDGE: A Simple Yet Effective Baseline for COVID-19 Scientific Knowledge Search | May 5, 2020 | Articles | CodeCode Available | 1 | 5 |
| DANets: Deep Abstract Networks for Tabular Data Classification and Regression | Dec 6, 2021 | regression | CodeCode Available | 1 | 5 |
| Augmented Convolutional LSTMs for Generation of High-Resolution Climate Change Projections | Sep 23, 2020 | Super-ResolutionVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| Prioritized Level Replay | Oct 8, 2020 | Deep Reinforcement LearningSystematic Generalization | CodeCode Available | 1 | 5 |
| Searching the Search Space of Vision Transformer | Nov 29, 2021 | Neural Architecture Searchobject-detection | CodeCode Available | 1 | 5 |
| Stem-leaf segmentation and phenotypic trait extraction of maize shoots from three-dimensional point cloud | Sep 7, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Estimating the Magnitude and Phase of Automotive Radar Signals under Multiple Interference Sources with Fully Convolutional Networks | Aug 11, 2020 | Autonomous Driving | CodeCode Available | 1 | 5 |
| Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders | Jan 23, 2020 | compressed sensingPhysical Simulations | CodeCode Available | 1 | 5 |
| CVaR-based Flight Energy Risk Assessment for Multirotor UAVs using a Deep Energy Model | May 31, 2021 | energy managementManagement | CodeCode Available | 1 | 5 |
| ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras | Nov 6, 2020 | Line Segment Detection | CodeCode Available | 1 | 5 |
| Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task Approach | May 9, 2021 | Emotion Classificationregression | CodeCode Available | 1 | 5 |
