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| DBSegment: Fast and robust segmentation of deep brain structures -- Evaluation of transportability across acquisition domains | Oct 18, 2021 | Brain SegmentationSegmentation | CodeCode Available | 1 |
| Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model | Mar 15, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Understanding Hard Negatives in Noise Contrastive Estimation | Apr 13, 2021 | Entity LinkingRetrieval | CodeCode Available | 1 |
| GAN "Steerability" without optimization | Dec 9, 2020 | | CodeCode Available | 1 |
| Learning Representation for Clustering via Prototype Scattering and Positive Sampling | Nov 23, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training | Nov 30, 2020 | Image Classification | CodeCode Available | 1 |
| Transformer-based approach towards music emotion recognition from lyrics | Jan 6, 2021 | Emotion RecognitionInformation Retrieval | CodeCode Available | 1 |
| Adaptive Token Sampling For Efficient Vision Transformers | Nov 30, 2021 | Efficient ViTsimage-classification | CodeCode Available | 1 |
| Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation | May 23, 2023 | | CodeCode Available | 1 |
| Learning from History for Byzantine Robust Optimization | Dec 18, 2020 | Federated LearningStochastic Optimization | CodeCode Available | 1 |
| A combined full-reference image quality assessment approach based on convolutional activation maps | Oct 19, 2020 | Full reference image quality assessmentFull-Reference Image Quality Assessment | CodeCode Available | 1 |
| Scalable Hierarchical Agglomerative Clustering | Oct 22, 2020 | 2D Human Pose EstimationClustering | CodeCode Available | 1 |
| Few-Cost Salient Object Detection with Adversarial-Paced Learning | Apr 5, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Conversational Document Prediction to Assist Customer Care Agents | Oct 5, 2020 | Information RetrievalPrediction | CodeCode Available | 1 |
| StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching | May 5, 2020 | Disparity EstimationDiversity | CodeCode Available | 1 |
| Explainable Machine Larning for liver transplantation | Sep 28, 2021 | Decision Making | CodeCode Available | 1 |
| Towards unconstrained joint hand-object reconstruction from RGB videos | Aug 16, 2021 | 3D Hand Pose Estimation3D Reconstruction | CodeCode Available | 1 |
| Representation Learning on Spatial Networks | Dec 1, 2021 | Representation LearningTranslation | CodeCode Available | 1 |
| Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt | Mar 14, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| DOVER: A Method for Combining Diarization Outputs | Sep 17, 2019 | speech-recognitionSpeech Recognition | CodeCode Available | 1 |
| Dynamic Transfer for Multi-Source Domain Adaptation | Mar 19, 2021 | Domain Adaptation | CodeCode Available | 1 |
| Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions | Jun 8, 2021 | Task 2 | CodeCode Available | 1 |
| Home Action Genome: Cooperative Compositional Action Understanding | May 11, 2021 | Action RecognitionAction Understanding | CodeCode Available | 1 |
| Sparsely constrained neural networks for model discovery of PDEs | Nov 9, 2020 | Model Discoveryregression | CodeCode Available | 1 |
| A real-time and high-precision method for small traffic-signs recognition | Sep 25, 2021 | Data Augmentationobject-detection | CodeCode Available | 1 |
| Overthinking the Truth: Understanding how Language Models Process False Demonstrations | Jul 18, 2023 | Few-Shot Learning | CodeCode Available | 1 |
| Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue | Sep 21, 2020 | Click-Through Rate Predictioncounterfactual | CodeCode Available | 1 |
| Exploring Question-Specific Rewards for Generating Deep Questions | Nov 2, 2020 | Question GenerationQuestion-Generation | CodeCode Available | 1 |
| EAST: An Efficient and Accurate Scene Text Detector | Apr 11, 2017 | Curved Text DetectionOptical Character Recognition (OCR) | CodeCode Available | 1 |
| Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification | Jan 17, 2021 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| Learning Robust Global Representations by Penalizing Local Predictive Power | May 29, 2019 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Hashing-based Non-Maximum Suppression for Crowded Object Detection | May 22, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| Directed Graph Contrastive Learning | Dec 1, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Skeleton Merger: an Unsupervised Aligned Keypoint Detector | Mar 19, 2021 | DecoderObject Tracking | CodeCode Available | 1 |
| AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling | Apr 21, 2020 | Intent DetectionSemantic Frame Parsing | CodeCode Available | 1 |
| MANGO: A Python Library for Parallel Hyperparameter Tuning | May 22, 2020 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 |
| DenoiSeg: Joint Denoising and Segmentation | May 6, 2020 | DenoisingFew-Shot Learning | CodeCode Available | 1 |
| Raw High-Definition Radar for Multi-Task Learning | Dec 20, 2021 | Multi-Task LearningVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures | Dec 9, 2021 | Text Generation | CodeCode Available | 1 |
| Improving Continuous-time Conflict Based Search | Jan 24, 2021 | Multi-Agent Path Finding | CodeCode Available | 1 |
| Semi-Supervised Wide-Angle Portraits Correction by Multi-Scale Transformer | Sep 14, 2021 | | CodeCode Available | 1 |
| Improving Biomedical Pretrained Language Models with Knowledge | Apr 21, 2021 | Entity LinkingLanguage Modeling | CodeCode Available | 1 |
| Uncovering the Inner Workings of STEGO for Safe Unsupervised Semantic Segmentation | Apr 14, 2023 | Dimensionality ReductionSemantic Segmentation | CodeCode Available | 1 |
| SPPL: Probabilistic Programming with Fast Exact Symbolic Inference | Oct 7, 2020 | FairnessProbabilistic Programming | CodeCode Available | 1 |
| End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021 | May 10, 2021 | DecoderSegmentation | CodeCode Available | 1 |
| Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container | Mar 24, 2023 | 3D geometry3D Reconstruction | CodeCode Available | 1 |
| Parameter Sharing Exploration and Hetero-Center based Triplet Loss for Visible-Thermal Person Re-Identification | Aug 14, 2020 | Cross-Modality Person Re-identificationCross-Modal Person Re-Identification | CodeCode Available | 1 |
| CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing | Apr 6, 2021 | API Sequence RecommendationCode Comment Generation | CodeCode Available | 1 |
| Registration Techniques for Deformable Objects | Nov 7, 2021 | | CodeCode Available | 1 |