| HiFT: Hierarchical Feature Transformer for Aerial Tracking | Jul 31, 2021 | Decision Making | CodeCode Available | 1 | 5 |
| Cross-Lingual Abstractive Summarization with Limited Parallel Resources | May 28, 2021 | Abstractive Text SummarizationCross-Lingual Abstractive Summarization | CodeCode Available | 1 | 5 |
| Learning Signed Distance Field for Multi-view Surface Reconstruction | Aug 23, 2021 | Stereo MatchingSurface Reconstruction | CodeCode Available | 1 | 5 |
| Same State, Different Task: Continual Reinforcement Learning without Interference | Jun 5, 2021 | Continual Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Hierarchical Object-to-Zone Graph for Object Navigation | Sep 5, 2021 | Deep Reinforcement LearningObject | CodeCode Available | 1 | 5 |
| CONQUER: Contextual Query-aware Ranking for Video Corpus Moment Retrieval | Sep 21, 2021 | Corpus Video Moment RetrievalMoment Retrieval | CodeCode Available | 1 | 5 |
| Robust Feature-Level Adversaries are Interpretability Tools | Oct 7, 2021 | | CodeCode Available | 1 | 5 |
| Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime | Nov 13, 2023 | BenchmarkingCombinatorial Optimization | CodeCode Available | 1 | 5 |
| DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration | Jan 27, 2020 | Image RegistrationUnsupervised Image Registration | CodeCode Available | 1 | 5 |
| Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models | Dec 1, 2020 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 | 5 |
| An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection | Apr 24, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 | 5 |
| Fluent: An AI Augmented Writing Tool for People who Stutter | Aug 23, 2021 | Active Learning | CodeCode Available | 1 | 5 |
| DeepSIM: GPS Spoofing Detection on UAVs using Satellite Imagery Matching | Dec 1, 2020 | | CodeCode Available | 1 | 5 |
| All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality | Sep 9, 2021 | All | CodeCode Available | 1 | 5 |
| Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to Bangla | May 31, 2021 | Deep Learningspeech-recognition | CodeCode Available | 1 | 5 |
| InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction | Sep 11, 2021 | Metal Artifact Reduction | CodeCode Available | 1 | 5 |
| Adaptive Convolutions for Structure-Aware Style Transfer | Jun 19, 2021 | Image GenerationStyle Transfer | CodeCode Available | 1 | 5 |
| Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning | Aug 31, 2020 | Computational EfficiencyGraph Representation Learning | CodeCode Available | 1 | 5 |
| Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations | Apr 10, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network | Mar 14, 2021 | Contrastive LearningDiversity | CodeCode Available | 1 | 5 |
| Searching for Efficient Multi-Stage Vision Transformers | Sep 1, 2021 | Neural Architecture Search | CodeCode Available | 1 | 5 |
| Discovering Topics in Long-tailed Corpora with Causal Intervention | Aug 1, 2021 | | CodeCode Available | 1 | 5 |
| Analyzing Redundancy in Pretrained Transformer Models | Apr 8, 2020 | Transfer Learning | CodeCode Available | 1 | 5 |
| Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers | May 21, 2023 | MMLUZero-shot Generalization | CodeCode Available | 1 | 5 |
| Scaling Graph Neural Networks with Approximate PageRank | Jul 3, 2020 | Graph LearningNode Classification | CodeCode Available | 1 | 5 |
| Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer | Oct 7, 2020 | Knowledge Base ConstructionKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Learning complex-valued latent filters with absolute cosine similarity | Jun 19, 2017 | Clustering | CodeCode Available | 1 | 5 |
| DeepMoD: Deep learning for Model Discovery in noisy data | Apr 20, 2019 | Deep LearningModel Discovery | CodeCode Available | 1 | 5 |
| SLA^2P: Self-supervised Anomaly Detection with Adversarial Perturbation | Nov 25, 2021 | Anomaly DetectionPseudo Label | CodeCode Available | 1 | 5 |
| CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization | Aug 30, 2021 | | CodeCode Available | 1 | 5 |
| Safe Multi-Agent Interaction through Robust Control Barrier Functions with Learned Uncertainties | Apr 11, 2020 | Navigate | CodeCode Available | 1 | 5 |
| KrakN: Transfer Learning framework for thin crack detection in infrastructure maintenance | Apr 26, 2020 | ManagementTransfer Learning | CodeCode Available | 1 | 5 |
| Use What You Have: Video Retrieval Using Representations From Collaborative Experts | Jul 31, 2019 | Natural Language QueriesRetrieval | CodeCode Available | 1 | 5 |
| Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach | Apr 24, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 | 5 |
| Uncertainty Quantification and Deep Ensembles | Jul 17, 2020 | Data AugmentationUncertainty Quantification | CodeCode Available | 1 | 5 |
| One Explanation is Not Enough: Structured Attention Graphs for Image Classification | Nov 13, 2020 | Classificationcounterfactual | CodeCode Available | 1 | 5 |
| Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints | May 27, 2020 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
| DVC: An End-to-end Deep Video Compression Framework | Nov 30, 2018 | MS-SSIMOptical Flow Estimation | CodeCode Available | 1 | 5 |
| infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information | May 30, 2023 | Active LearningInformativeness | CodeCode Available | 1 | 5 |
| Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction | Oct 7, 2021 | DecoderHuman-Object Interaction Detection | CodeCode Available | 1 | 5 |
| SoK: Certified Robustness for Deep Neural Networks | Sep 9, 2020 | Autonomous Driving | CodeCode Available | 1 | 5 |
| MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space | Jan 1, 2021 | Data AugmentationTime Series | CodeCode Available | 1 | 5 |
| Towards Entity Alignment in the Open World: An Unsupervised Approach | Jan 26, 2021 | Entity AlignmentKnowledge Graphs | CodeCode Available | 1 | 5 |
| Signal Processing Based Deep Learning for Blind Symbol Decoding and Modulation Classification | Jun 19, 2021 | | CodeCode Available | 1 | 5 |
| Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation | Mar 7, 2019 | MRI segmentationSegmentation | CodeCode Available | 1 | 5 |
| BrainWave: A Brain Signal Foundation Model for Clinical Applications | Feb 15, 2024 | DiagnosticTransfer Learning | CodeCode Available | 1 | 5 |
| FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks | Nov 7, 2020 | Graph Embedding | CodeCode Available | 1 | 5 |
| Make-An-Audio 2: Temporal-Enhanced Text-to-Audio Generation | May 29, 2023 | Audio GenerationDenoising | CodeCode Available | 1 | 5 |
| Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors | Mar 29, 2021 | Dictionary LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| Brain-inspired replay for continual learning with artificial neural networks | Aug 13, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |