| Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation | Nov 23, 2021 | PredictionProperty Prediction | CodeCode Available | 1 |
| TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style | Mar 10, 2020 | 3D Human Pose Estimation3D Shape Reconstruction | CodeCode Available | 1 |
| Learning Transferable Parameters for Unsupervised Domain Adaptation | Aug 13, 2021 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates | Aug 18, 2021 | Gesture Generation | CodeCode Available | 1 |
| Practical Wide-Angle Portraits Correction with Deep Structured Models | Apr 26, 2021 | Diversity | CodeCode Available | 1 |
| Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection | Dec 14, 2020 | DeepFake DetectionLipreading | CodeCode Available | 1 |
| ISD: Self-Supervised Learning by Iterative Similarity Distillation | Dec 16, 2020 | Contrastive LearningSelf-Supervised Learning | CodeCode Available | 1 |
| RGB-D-E: Event Camera Calibration for Fast 6-DOF Object Tracking | Jun 9, 2020 | 3D Object TrackingCamera Calibration | CodeCode Available | 1 |
| Scatterbrain: Unifying Sparse and Low-rank Attention Approximation | Oct 28, 2021 | Image GenerationLanguage Modeling | CodeCode Available | 1 |
| Color Mismatches in Stereoscopic Video: Real-World Dataset and Deep Correction Method | Mar 12, 2023 | Color Mismatch Correction | CodeCode Available | 1 |
| Unfolding WMMSE using Graph Neural Networks for Efficient Power Allocation | Sep 22, 2020 | | CodeCode Available | 1 |
| GPS-Denied Navigation Using Low-Cost Inertial Sensors and Recurrent Neural Networks | Sep 10, 2021 | Position | CodeCode Available | 1 |
| 6D Object Pose Regression via Supervised Learning on Point Clouds | Jan 24, 2020 | Objectregression | CodeCode Available | 1 |
| Self-Supervised Few-Shot Learning on Point Clouds | Sep 29, 2020 | Few-Shot 3D Point Cloud ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Word-Level Coreference Resolution | Sep 9, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Graphical Normalizing Flows | Jun 3, 2020 | Density Estimation | CodeCode Available | 1 |
| Deep Isometric Learning for Visual Recognition | Jun 30, 2020 | | CodeCode Available | 1 |
| Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement | Oct 3, 2021 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| Self-supervised Learning for ECG-based Emotion Recognition | Oct 14, 2019 | Emotion RecognitionSelf-Supervised Learning | CodeCode Available | 1 |
| Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video | Jul 6, 2020 | Segmentation | CodeCode Available | 1 |
| Learning with Density Matrices and Random Features | Feb 8, 2021 | Density Estimation | CodeCode Available | 1 |
| Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model | Nov 26, 2021 | Image ManipulationLanguage Modeling | CodeCode Available | 1 |
| On Tilted Losses in Machine Learning: Theory and Applications | Sep 13, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| HIVE-COTE 2.0: a new meta ensemble for time series classification | Apr 15, 2021 | General ClassificationTime Series | CodeCode Available | 1 |
| Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks | May 10, 2021 | Efficient ExplorationMulti-Armed Bandits | CodeCode Available | 1 |
| Characterizing possible failure modes in physics-informed neural networks | Sep 2, 2021 | | CodeCode Available | 1 |
| Multi-Aspect Controllable Text Generation with Disentangled Counterfactual Augmentation | May 30, 2024 | Attributecounterfactual | CodeCode Available | 1 |
| Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks | Jul 24, 2020 | Blood pressure estimationManagement | CodeCode Available | 1 |
| Code Generation from Natural Language with Less Prior and More Monolingual Data | Jan 1, 2021 | Code GenerationInductive Bias | CodeCode Available | 1 |
| What Can We Learn from Collective Human Opinions on Natural Language Inference Data? | Oct 7, 2020 | Natural Language Inference | CodeCode Available | 1 |
| Deep Sea Robotic Imaging Simulator | Jun 27, 2020 | | CodeCode Available | 1 |
| Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization | Mar 2, 2021 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae | May 28, 2019 | Word Embeddings | CodeCode Available | 1 |
| Adversarial Bipartite Graph Learning for Video Domain Adaptation | Jul 31, 2020 | Domain AdaptationGraph Learning | CodeCode Available | 1 |
| Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection | Oct 1, 2021 | Co-Salient Object DetectionSaliency Detection | CodeCode Available | 1 |
| Designing and Training of A Dual CNN for Image Denoising | Jul 8, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud Videos | Jun 19, 2021 | 3D Action RecognitionAction Recognition | CodeCode Available | 1 |
| Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack | Feb 8, 2021 | Deep LearningImage Generation | CodeCode Available | 1 |
| On Compositional Generalization of Neural Machine Translation | May 31, 2021 | Domain GeneralizationMachine Translation | CodeCode Available | 1 |
| On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning | Jul 1, 2022 | Intent DetectionMeta-Learning | CodeCode Available | 1 |
| Situated and Interactive Multimodal Conversations | Jun 2, 2020 | Response Generation | CodeCode Available | 1 |
| Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition | May 18, 2020 | Scene Recognition | CodeCode Available | 1 |
| Deep learning to represent sub-grid processes in climate models | Jun 12, 2018 | Deep Learning | CodeCode Available | 1 |
| Object Goal Navigation using Goal-Oriented Semantic Exploration | Jul 1, 2020 | ObjectRobot Navigation | CodeCode Available | 1 |
| Collaborative Feedback Discriminative Propagation for Video Super-Resolution | Apr 6, 2024 | Super-ResolutionVideo Reconstruction | CodeCode Available | 1 |
| Recognition Oriented Iris Image Quality Assessment in the Feature Space | Sep 1, 2020 | Image Quality Assessment | CodeCode Available | 1 |
| InHARD - Industrial Human Action Recognition Dataset in the Context of Industrial Collaborative Robotics | Sep 30, 2020 | Action RecognitionTemporal Action Localization | CodeCode Available | 1 |
| LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference | Oct 24, 2019 | BinarizationEfficient Neural Network | CodeCode Available | 1 |
| Nonparametric Estimation of Heterogeneous Treatment Effects: From Theory to Learning Algorithms | Jan 26, 2021 | counterfactualMeta-Learning | CodeCode Available | 1 |
| Permutation Invariant Graph Generation via Score-Based Generative Modeling | Mar 2, 2020 | Graph GenerationGraph Neural Network | CodeCode Available | 1 |