| Self-supervised Pseudo Multi-class Pre-training for Unsupervised Anomaly Detection and Segmentation in Medical Images | Sep 3, 2021 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| A Channel Coding Benchmark for Meta-Learning | Jul 15, 2021 | Meta-Learning | CodeCode Available | 1 | 5 |
| Federated Mutual Learning | Jun 27, 2020 | Federated Learning | CodeCode Available | 1 | 5 |
| SD-DefSLAM: Semi-Direct Monocular SLAM for Deformable and Intracorporeal Scenes | Oct 19, 2020 | Point Tracking | CodeCode Available | 1 | 5 |
| Deep Completion Autoencoders for Radio Map Estimation | May 11, 2020 | Management | CodeCode Available | 1 | 5 |
| Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation | Jun 19, 2021 | Meta-LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| LogoDet-3K: A Large-Scale Image Dataset for Logo Detection | Aug 12, 2020 | ManagementObject Detection | CodeCode Available | 1 | 5 |
| Towards Musically Meaningful Explanations Using Source Separation | Sep 4, 2020 | Explainable ModelsImage Segmentation | CodeCode Available | 1 | 5 |
| A Memory Efficient Baseline for Open Domain Question Answering | Dec 30, 2020 | Dimensionality ReductionOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Distilling Visual Priors from Self-Supervised Learning | Aug 1, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Rethinking Class Activation Mapping for Weakly Supervised Object Localization | Aug 1, 2020 | ObjectObject Localization | CodeCode Available | 1 | 5 |
| Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks | Aug 10, 2020 | Domain AdaptationImage Generation | CodeCode Available | 1 | 5 |
| Meticulous Object Segmentation | Dec 13, 2020 | 2k4k | CodeCode Available | 1 | 5 |
| Occlusion Aware Unsupervised Learning of Optical Flow From Video | Mar 4, 2020 | Optical Flow Estimation | CodeCode Available | 1 | 5 |
| Instance-Optimal Compressed Sensing via Posterior Sampling | Jun 21, 2021 | compressed sensingDiversity | CodeCode Available | 1 | 5 |
| Affinity Fusion Graph-based Framework for Natural Image Segmentation | Jun 24, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Uncertainty Quantification for In-Context Learning of Large Language Models | Feb 15, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 | 5 |
| Learning User Representations with Hypercuboids for Recommender Systems | Nov 11, 2020 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 | 5 |
| Adversarial Robust Training of Deep Learning MRI Reconstruction Models | Oct 30, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 | 5 |
| Are we done with ImageNet? | Jun 12, 2020 | | CodeCode Available | 1 | 5 |
| Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations | Jul 12, 2021 | PositionSequential Recommendation | CodeCode Available | 1 | 5 |
| ContactOpt: Optimizing Contact to Improve Grasps | Apr 15, 2021 | | CodeCode Available | 1 | 5 |
| Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing | May 27, 2020 | Semantic ParsingVocal Bursts Valence Prediction | CodeCode Available | 1 | 5 |
| Rethinking Noise Synthesis and Modeling in Raw Denoising | Oct 10, 2021 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering | Aug 5, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| CURI: A Benchmark for Productive Concept Learning Under Uncertainty | Oct 6, 2020 | Meta-LearningSystematic Generalization | CodeCode Available | 1 | 5 |
| A Survey on Spatio-temporal Data Analytics Systems | Mar 17, 2021 | Survey | CodeCode Available | 1 | 5 |
| Anchor-based Plain Net for Mobile Image Super-Resolution | May 20, 2021 | Image Super-ResolutionQuantization | CodeCode Available | 1 | 5 |
| One-Shot Recognition of Manufacturing Defects in Steel Surfaces | May 12, 2020 | Data AugmentationImage Classification | CodeCode Available | 1 | 5 |
| DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions | Jun 19, 2021 | Learning with noisy labelsMemorization | CodeCode Available | 1 | 5 |
| Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones | Apr 13, 2022 | Deep LearningHeart rate estimation | CodeCode Available | 1 | 5 |
| Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing | Mar 8, 2021 | Human ParsingMulti-Person Pose Estimation | CodeCode Available | 1 | 5 |
| FFAVOD: Feature Fusion Architecture for Video Object Detection | Sep 15, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Learning Neural Causal Models from Unknown Interventions | Oct 2, 2019 | Meta-Learning | CodeCode Available | 1 | 5 |
| On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies | Apr 12, 2021 | Inductive BiasLanguage Modeling | CodeCode Available | 1 | 5 |
| Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE | Jun 3, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Rank consistent ordinal regression for neural networks with application to age estimation | Jan 20, 2019 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 | 5 |
| Knowledge Graph Simple Question Answering for Unseen Domains | May 25, 2020 | Domain AdaptationQuestion Answering | CodeCode Available | 1 | 5 |
| Red Blood Cell Segmentation with Overlapping Cell Separation and Classification on Imbalanced Dataset | Dec 2, 2020 | Cell SegmentationClassification | CodeCode Available | 1 | 5 |
| AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction | Mar 25, 2020 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 1 | 5 |
| SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds | Jun 8, 2020 | Point Cloud Generation | CodeCode Available | 1 | 5 |
| Hyperparameter Importance Across Datasets | Oct 12, 2017 | Hyperparameter OptimizationMeta-Learning | CodeCode Available | 1 | 5 |
| Improving Adversarial Transferability with Gradient Refining | May 11, 2021 | Adversarial AttackDiversity | CodeCode Available | 1 | 5 |
| Dense Label Encoding for Boundary Discontinuity Free Rotation Detection | Nov 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Fast and Incremental Loop Closure Detection Using Proximity Graphs | Nov 25, 2019 | GPUImage Retrieval | CodeCode Available | 1 | 5 |
| Compositional Demographic Word Embeddings | Oct 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling | Jul 16, 2020 | Heart Rate Variability | CodeCode Available | 1 | 5 |
| MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories | Apr 28, 2021 | Sentence | CodeCode Available | 1 | 5 |
| A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing | Jul 23, 2019 | image smoothing | CodeCode Available | 1 | 5 |
| Factorized Fourier Neural Operators | Nov 27, 2021 | | CodeCode Available | 1 | 5 |
