| Object-aware Monocular Depth Prediction with Instance Convolutions | Dec 2, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Co-evolution Transformer for Protein Contact Prediction | Dec 1, 2021 | Prediction | CodeCode Available | 1 |
| 3DVNet: Multi-View Depth Prediction and Volumetric Refinement | Dec 1, 2021 | 3D Action Recognition3D Reconstruction | CodeCode Available | 1 |
| Learning Multiple Dense Prediction Tasks from Partially Annotated Data | Nov 29, 2021 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| Instance-wise Occlusion and Depth Orders in Natural Scenes | Nov 29, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Hierarchical Motion Encoder-Decoder Network for Trajectory Forecasting | Nov 26, 2021 | DecoderPrediction | CodeCode Available | 1 |
| Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation | Nov 25, 2021 | Active LearningPrediction | CodeCode Available | 1 |
| Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation | Nov 25, 2021 | PredictionSemantic Segmentation | CodeCode Available | 1 |
| PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers | Nov 24, 2021 | Image Classificationobject-detection | CodeCode Available | 1 |
| Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation | Nov 23, 2021 | PredictionProperty Prediction | CodeCode Available | 1 |
| Multi-Person 3D Motion Prediction with Multi-Range Transformers | Nov 23, 2021 | Decodermotion prediction | CodeCode Available | 1 |
| A Surrogate Objective Framework for Prediction+Optimization with Soft Constraints | Nov 22, 2021 | Portfolio OptimizationPrediction | CodeCode Available | 1 |
| A Large Scale Benchmark for Individual Treatment Effect Prediction and Uplift Modeling | Nov 19, 2021 | Causal InferencePrediction | CodeCode Available | 1 |
| Radar Aided 6G Beam Prediction: Deep Learning Algorithms and Real-World Demonstration | Nov 18, 2021 | Beam PredictionManagement | 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 |
| AIR^2 for Interaction Prediction | Nov 16, 2021 | motion predictionPrediction | CodeCode Available | 1 |
| Literature-Augmented Clinical Outcome Prediction | Nov 16, 2021 | Decision MakingPrediction | CodeCode Available | 1 |
| Vision-Position Multi-Modal Beam Prediction Using Real Millimeter Wave Datasets | Nov 15, 2021 | Beam PredictionPosition | CodeCode Available | 1 |
| Contrastive Feature Loss for Image Prediction | Nov 12, 2021 | Image GenerationPrediction | CodeCode Available | 1 |
| Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions | Nov 11, 2021 | Multimodal Sentiment AnalysisPrediction | CodeCode Available | 1 |
| Poisoning Knowledge Graph Embeddings via Relation Inference Patterns | Nov 11, 2021 | Data PoisoningGraph Embedding | CodeCode Available | 1 |
| Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with Attention | Nov 6, 2021 | DecoderPrediction | CodeCode Available | 1 |
| Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos | Nov 5, 2021 | PredictionSaliency Prediction | CodeCode Available | 1 |
| Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features | Nov 3, 2021 | PredictionSpeech Enhancement | CodeCode Available | 1 |
| Evidence Selection as a Token-Level Prediction Task | Nov 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 |
