| Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning | Dec 13, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Evaluating Models' Local Decision Boundaries via Contrast Sets | Apr 6, 2020 | Reading ComprehensionSentiment Analysis | CodeCode Available | 1 |
| BoostTree and BoostForest for Ensemble Learning | Mar 21, 2020 | DiversityEnsemble Learning | CodeCode Available | 1 |
| Fine-Tuning BERT for Sentiment Analysis of Vietnamese Reviews | Nov 20, 2020 | Sentiment Analysis | CodeCode Available | 1 |
| Optimized spiking neurons classify images with high accuracy through temporal coding with two spikes | Jan 31, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators | Jun 11, 2021 | | CodeCode Available | 1 |
| An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers | May 31, 2021 | Machine TranslationTranslation | CodeCode Available | 1 |
| Making transport more robust and interpretable by moving data through a small number of anchor points | Dec 21, 2020 | | CodeCode Available | 1 |
| SSI–DDI: Substructure–Substructure Interactions for Drug–Drug Interaction Prediction | Nov 7, 2021 | Drug–drug Interaction Extractionmolecular representation | CodeCode Available | 1 |
| Associative3D: Volumetric Reconstruction from Sparse Views | Jul 27, 2020 | 3D Volumetric Reconstruction | CodeCode Available | 1 |
| Adaptive Transformers in RL | Apr 8, 2020 | Partially Observable Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Explainable Deep Convolutional Candlestick Learner | Jan 8, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss | Jun 2, 2020 | DecoderGeneral Classification | CodeCode Available | 1 |
| Efficient Non-Local Contrastive Attention for Image Super-Resolution | Jan 11, 2022 | Contrastive LearningFeature Correlation | CodeCode Available | 1 |
| Converting Anyone's Emotion: Towards Speaker-Independent Emotional Voice Conversion | May 13, 2020 | DecoderVoice Conversion | CodeCode Available | 1 |
| MarsExplorer: Exploration of Unknown Terrains via Deep Reinforcement Learning and Procedurally Generated Environments | Jul 21, 2021 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 1 |
| Adversarial Robustness on In- and Out-Distribution Improves Explainability | Mar 20, 2020 | Adversarial Robustnessimage-classification | CodeCode Available | 1 |
| ReAgent: Point Cloud Registration using Imitation and Reinforcement Learning | Mar 28, 2021 | Imitation LearningPoint Cloud Registration | CodeCode Available | 1 |
| Robust 3D Cell Segmentation: Extending the View of Cellpose | May 3, 2021 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| HLT-NUS SUBMISSION FOR 2020 NIST Conversational Telephone Speech SRE | Nov 12, 2021 | Domain AdaptationSpeaker Recognition | CodeCode Available | 1 |
| Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal Fusion | Apr 12, 2020 | 2D Semantic SegmentationBuilding Damage Assessment | CodeCode Available | 1 |
| DPZero: Private Fine-Tuning of Language Models without Backpropagation | Oct 14, 2023 | | CodeCode Available | 1 |
| Oriented RepPoints for Aerial Object Detection | May 24, 2021 | ObjectObject Detection | CodeCode Available | 1 |
| Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms | Dec 29, 2020 | Active Learning | CodeCode Available | 1 |
| Knowledge Composition using Task Vectors with Learned Anisotropic Scaling | Jul 3, 2024 | Task ArithmeticTest-time Adaptation | CodeCode Available | 1 |
| Less is More: Data-Efficient Complex Question Answering over Knowledge Bases | Oct 29, 2020 | DecoderMulti-hop Question Answering | CodeCode Available | 1 |
| FedProto: Federated Prototype Learning across Heterogeneous Clients | May 1, 2021 | Federated Learning | CodeCode Available | 1 |
| SPBERT: An Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs | Jun 18, 2021 | DecoderKnowledge Graphs | CodeCode Available | 1 |
| Denoising IMU Gyroscopes with Deep Learning for Open-Loop Attitude Estimation | Feb 25, 2020 | Denoising | CodeCode Available | 1 |
| Privacy-Preserving Gradient Boosting Decision Trees | Nov 11, 2019 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation | Feb 13, 2020 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| 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 |
| Computer Architecture-Aware Optimisation of DNA Analysis Systems | Jan 13, 2021 | DNA analysis | CodeCode Available | 1 |
| Invariant Rationalization | Mar 22, 2020 | | CodeCode Available | 1 |
| A Low-Shot Object Counting Network With Iterative Prototype Adaptation | Nov 15, 2022 | Exemplar-Free CountingObject | CodeCode Available | 1 |
| On Simple Reactive Neural Networks for Behaviour-Based Reinforcement Learning | Jan 22, 2020 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| ResViT: Residual vision transformers for multi-modal medical image synthesis | Jun 30, 2021 | DiversityImage Generation | CodeCode Available | 1 |
| Deep Hypergraph U-Net for Brain Graph Embedding and Classification | Aug 30, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation | Jul 1, 2020 | Style TransferText Style Transfer | CodeCode Available | 1 |
| 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 |
| FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation | Jun 16, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Measuring the Algorithmic Efficiency of Neural Networks | May 8, 2020 | | CodeCode Available | 1 |
| InstaHide: Instance-hiding Schemes for Private Distributed Learning | Oct 6, 2020 | | CodeCode Available | 1 |
| How Optimal is Greedy Decoding for Extractive Question Answering? | Aug 12, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 1 |
| 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 |
| Deep Retrosynthetic Reaction Prediction using Local Reactivity and Global Attention | Aug 5, 2021 | RetrosynthesisSingle-step retrosynthesis | CodeCode Available | 1 |
| Adaptive Rational Activations to Boost Deep Reinforcement Learning | Feb 18, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Anomaly Detection Using Geometric Transformations | May 28, 2018 | Anomaly Detection | CodeCode Available | 1 |
| SceneGraphFusion: Incremental 3D Scene Graph Prediction from RGB-D Sequences | Mar 27, 2021 | 3D Object Classification3d scene graph generation | CodeCode Available | 1 |
| The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy | Oct 20, 2020 | Music Transcription | CodeCode Available | 1 |