| Neural-IMLS: Self-supervised Implicit Moving Least-Squares Network for Surface Reconstruction | Sep 9, 2021 | Surface Reconstruction | CodeCode Available | 1 |
| Graph-based Generative Face Anonymisation with Pose Preservation | Dec 10, 2021 | Face DetectionFace Generation | CodeCode Available | 1 |
| Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval | Jun 1, 2020 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| An Alternative Surrogate Loss for PGD-based Adversarial Testing | Oct 21, 2019 | | CodeCode Available | 1 |
| One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework | May 1, 2021 | AllDeep Learning | CodeCode Available | 1 |
| Variational Continual Learning | Oct 29, 2017 | Continual LearningVariational Inference | CodeCode Available | 1 |
| Synthesizing EEG Signals from Event-Related Potential Paradigms with Conditional Diffusion Models | Mar 27, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 1 |
| TitaNet: Neural Model for speaker representation with 1D Depth-wise separable convolutions and global context | Oct 8, 2021 | speaker-diarizationSpeaker Diarization | CodeCode Available | 1 |
| Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks | Mar 12, 2020 | 3D Face ReconstructionFace Reconstruction | CodeCode Available | 1 |
| The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation | Nov 18, 2019 | Pose Estimation | CodeCode Available | 1 |
| Equivariance-bridged SO(2)-Invariant Representation Learning using Graph Convolutional Network | Jun 18, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Word Acquisition in Neural Language Models | Oct 5, 2021 | Language Acquisition | CodeCode Available | 1 |
| Provably Fair Representations | Oct 12, 2017 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Neural optimal feedback control with local learning rules | Nov 12, 2021 | State Estimation | CodeCode Available | 1 |
| TransQuest at WMT2020: Sentence-Level Direct Assessment | Oct 11, 2020 | Data AugmentationSentence | CodeCode Available | 1 |
| Missing Data Imputation using Optimal Transport | Feb 10, 2020 | ImputationMissing Values | CodeCode Available | 1 |
| Distilling the Knowledge of BERT for Sequence-to-Sequence ASR | Aug 9, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| SSMix: Saliency-Based Span Mixup for Text Classification | Jun 15, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Circle Loss: A Unified Perspective of Pair Similarity Optimization | Feb 25, 2020 | Face RecognitionFace Verification | CodeCode Available | 1 |
| WGCN: Graph Convolutional Networks with Weighted Structural Features | Apr 29, 2021 | Node Classification | CodeCode Available | 1 |
| Document-Level Relation Extraction with Reconstruction | Dec 21, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Understanding Dataset Difficulty with V-Usable Information | Oct 16, 2021 | | CodeCode Available | 1 |
| Recovering Latent Causal Factor for Generalization to Distributional Shifts | Dec 1, 2021 | | CodeCode Available | 1 |
| Humor Detection: A Transformer Gets the Last Laugh | Aug 31, 2019 | Humor DetectionSentence | CodeCode Available | 1 |
| NTIRE 2021 Challenge on High Dynamic Range Imaging: Dataset, Methods and Results | Jun 2, 2021 | HDR ReconstructionImage Restoration | CodeCode Available | 1 |
| Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers | Oct 29, 2021 | ClassificationDeep Learning | CodeCode Available | 1 |
| Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification | Jul 20, 2020 | Domain AdaptationPerson Re-Identification | CodeCode Available | 1 |
| Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding | Oct 8, 2020 | Intent DetectionSentence | CodeCode Available | 1 |
| Adversarial Robustness against Multiple and Single l_p-Threat Models via Quick Fine-Tuning of Robust Classifiers | May 26, 2021 | Adversarial Robustness | CodeCode Available | 1 |
| Learning to Combine Per-Example Solutions for Neural Program Synthesis | Jun 14, 2021 | Program Synthesis | CodeCode Available | 1 |
| Hierarchical Fashion Graph Network for Personalized Outfit Recommendation | May 26, 2020 | | CodeCode Available | 1 |
| A General Framework For Detecting Anomalous Inputs to DNN Classifiers | Jul 29, 2020 | Anomaly Detectionimage-classification | CodeCode Available | 1 |
| Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks | Nov 14, 2021 | Action ClassificationObject | CodeCode Available | 1 |
| Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising | Aug 9, 2023 | DenoisingImage Denoising | CodeCode Available | 1 |
| Learning to Generate Scene Graph from Natural Language Supervision | Sep 6, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach | Mar 25, 2020 | 2D Pose Estimation3D Absolute Human Pose Estimation | CodeCode Available | 1 |
| Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement | Mar 29, 2020 | Depth Estimation | CodeCode Available | 1 |
| Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation | Sep 8, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| An Efficient Approach for Cross-Silo Federated Learning to Rank | Jun 21, 2021 | Federated LearningLearning-To-Rank | CodeCode Available | 1 |
| Modeling Fine-Grained Entity Types with Box Embeddings | Jan 2, 2021 | Entity Typing | CodeCode Available | 1 |
| Learning Rewards from Linguistic Feedback | Sep 30, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina | Jul 9, 2021 | Fovea DetectionOptic Disc Detection | CodeCode Available | 1 |
| Improved Protein-ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference | May 17, 2020 | Computational EfficiencyDrug Discovery | CodeCode Available | 1 |
| POMO: Policy Optimization with Multiple Optima for Reinforcement Learning | Oct 30, 2020 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 |
| Taking Over the Stock Market: Adversarial Perturbations Against Algorithmic Traders | Oct 19, 2020 | Adversarial AttackAlgorithmic Trading | CodeCode Available | 1 |
| Video-based AI for beat-to-beat assessment of cardiac function | Mar 25, 2020 | LV Segmentation | CodeCode Available | 1 |
| Bipartite Graph Embedding via Mutual Information Maximization | Dec 10, 2020 | Graph EmbeddingLink Prediction | CodeCode Available | 1 |
| Coarse- and Fine-grained Attention Network with Background-aware Loss for Crowd Density Map Estimation | Nov 7, 2020 | | CodeCode Available | 1 |
| DisSim: A Discourse-Aware Syntactic Text Simplification Frameworkfor English and German | Sep 26, 2019 | SentenceText Simplification | CodeCode Available | 1 |
| Deep Inverse Q-learning with Constraints | Aug 4, 2020 | Q-Learning | CodeCode Available | 1 |