| Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals | Jul 18, 2021 | Multi-Task LearningRetrieval | CodeCode Available | 1 |
| Body Meshes as Points | May 6, 2021 | 3D Human Pose Estimation3D Human Shape Estimation | CodeCode Available | 1 |
| RepBin: Constraint-based Graph Representation Learning for Metagenomic Binning | Dec 22, 2021 | ClusteringGraph Clustering | CodeCode Available | 1 |
| Disentangled Graph Collaborative Filtering | Jul 3, 2020 | Collaborative FilteringDisentanglement | CodeCode Available | 1 |
| MnasNet: Platform-Aware Neural Architecture Search for Mobile | Jul 31, 2018 | Image ClassificationNeural Architecture Search | CodeCode Available | 1 |
| MedSRGAN: medical images super-resolution using generative adversarial networks | May 13, 2020 | Super-Resolution | CodeCode Available | 1 |
| Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function | Sep 30, 2024 | AttributeDisentanglement | CodeCode Available | 1 |
| A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Geometrically Mappable Image Features | Mar 21, 2020 | Image RetrievalRetrieval | CodeCode Available | 1 |
| Visual Tracking by TridentAlign and Context Embedding | Jul 14, 2020 | Region ProposalVisual Tracking | CodeCode Available | 1 |
| Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification | Jul 6, 2023 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| Generating 3D People in Scenes without People | Dec 5, 2019 | Pose Estimation | CodeCode Available | 1 |
| SCATTER: Selective Context Attentional Scene Text Recognizer | Mar 25, 2020 | Irregular Text RecognitionScene Text Recognition | CodeCode Available | 1 |
| A Multilingual Neural Machine Translation Model for Biomedical Data | Aug 6, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification | Sep 12, 2021 | AllClassification | CodeCode Available | 1 |
| Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation | Mar 20, 2021 | Action SegmentationClustering | CodeCode Available | 1 |
| Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors | Nov 22, 2021 | Meta-Learning | CodeCode Available | 1 |
| Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks | Aug 9, 2020 | Adversarial AttackImage Classification | CodeCode Available | 1 |
| Labels4Free: Unsupervised Segmentation using StyleGAN | Mar 27, 2021 | Segmentation | CodeCode Available | 1 |
| Evaluation of Session-based Recommendation Algorithms | Mar 26, 2018 | Recommendation SystemsSession-Based Recommendations | CodeCode Available | 1 |
| Unsupervised Multi-source Domain Adaptation Without Access to Source Data | Apr 5, 2021 | Domain AdaptationUnsupervised Domain Adaptation | CodeCode Available | 1 |
| Learning advanced mathematical computations from examples | Jun 11, 2020 | | CodeCode Available | 1 |
| Hard Negative Mixing for Contrastive Learning | Oct 2, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Accurate RGB-D Salient Object Detection via Collaborative Learning | Jul 23, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Exploring Sequence-to-Sequence Models for SPARQL Pattern Composition | Oct 21, 2020 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| 3D-Aware Semantic-Guided Generative Model for Human Synthesis | Dec 2, 2021 | 3D-Aware Image SynthesisImage Generation | CodeCode Available | 1 |
| MS2: Multi-Document Summarization of Medical Studies | Apr 13, 2021 | Document SummarizationMulti-Document Summarization | CodeCode Available | 1 |
| DistFL: Distribution-aware Federated Learning for Mobile Scenarios | Oct 22, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Actor-Critic Reinforcement Learning for Control with Stability Guarantee | Apr 29, 2020 | Motion Planningreinforcement-learning | CodeCode Available | 1 |
| Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data | Aug 19, 2019 | Board GamesCPU | CodeCode Available | 1 |
| Laughter Synthesis: Combining Seq2seq modeling with Transfer Learning | Aug 20, 2020 | Expressive Speech SynthesisSpeech Synthesis | CodeCode Available | 1 |
| Weighing Counts: Sequential Crowd Counting by Reinforcement Learning | Jul 16, 2020 | Crowd CountingDeep Reinforcement Learning | CodeCode Available | 1 |
| Group-wise Contrastive Learning for Neural Dialogue Generation | Sep 16, 2020 | Contrastive LearningDialogue Generation | CodeCode Available | 1 |
| Generalized Data Weighting via Class-level Gradient Manipulation | Oct 29, 2021 | | CodeCode Available | 1 |
| CUTE: Measuring LLMs' Understanding of Their Tokens | Sep 23, 2024 | | CodeCode Available | 1 |
| PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power Systems | Dec 9, 2024 | BenchmarkingPrediction | CodeCode Available | 1 |
| Flow-based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance | Apr 20, 2020 | ClusteringCommunity Detection | CodeCode Available | 1 |
| Scene-Adaptive Video Frame Interpolation via Meta-Learning | Apr 2, 2020 | Meta-LearningTest-time Adaptation | CodeCode Available | 1 |
| PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation | Oct 15, 2021 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| threaTrace: Detecting and Tracing Host-based Threats in Node Level Through Provenance Graph Learning | Nov 8, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision | Mar 1, 2020 | Active LearningPseudo Label | CodeCode Available | 1 |
| Scalable Geometric Deep Learning on Molecular Graphs | Dec 6, 2021 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| MUXConv: Information Multiplexing in Convolutional Neural Networks | Mar 31, 2020 | Computational EfficiencyImage Classification | CodeCode Available | 1 |
| Data augmentation with Mobius transformations | Feb 7, 2020 | Data AugmentationTranslation | CodeCode Available | 1 |
| Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing | Oct 22, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Earnings-21: A Practical Benchmark for ASR in the Wild | Apr 22, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| RetroPrime: A Diverse, plausible and Transformer-based method for Single-Step retrosynthesis predictions | Sep 15, 2021 | DiversityRetrosynthesis | CodeCode Available | 1 |
| Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction | May 11, 2020 | Stock Prediction | CodeCode Available | 1 |
| SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection | Feb 26, 2024 | | CodeCode Available | 1 |
| Heterogeneous Multi-task Learning with Expert Diversity | Jun 20, 2021 | DiversityMixture-of-Experts | CodeCode Available | 1 |