| UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering | Dec 29, 2020 | Knowledge Base Question AnsweringOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Fully Convolutional Scene Graph Generation | Mar 30, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| Improving Neural Relation Extraction with Implicit Mutual Relations | Jul 8, 2019 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Class-aware Sounding Objects Localization via Audiovisual Correspondence | Dec 22, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches | Jan 9, 2020 | | CodeCode Available | 1 | 5 |
| Adaptive Risk Minimization: Learning to Adapt to Domain Shift | Jul 6, 2020 | BIG-bench Machine LearningDomain Generalization | CodeCode Available | 1 | 5 |
| Syntactic Data Augmentation Increases Robustness to Inference Heuristics | Apr 24, 2020 | Data AugmentationNatural Language Inference | CodeCode Available | 1 | 5 |
| Self-Sampling for Neural Point Cloud Consolidation | Aug 14, 2020 | Inductive Bias | CodeCode Available | 1 | 5 |
| Portfolio Optimisation within a Wasserstein Ball | Dec 8, 2020 | Management | CodeCode Available | 1 | 5 |
| Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset | Nov 9, 2023 | MathNatural Language Understanding | CodeCode Available | 1 | 5 |
| Rethinking Momentum Knowledge Distillation in Online Continual Learning | Sep 6, 2023 | Continual LearningKnowledge Distillation | CodeCode Available | 1 | 5 |
| Cross-Domain Few-Shot Learning by Representation Fusion | Oct 13, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 | 5 |
| Summarising Historical Text in Modern Languages | Jan 26, 2021 | Cross-Lingual TransferTransfer Learning | CodeCode Available | 1 | 5 |
| Learning Statistical Texture for Semantic Segmentation | Mar 6, 2021 | QuantizationSegmentation | CodeCode Available | 1 | 5 |
| Multi-scale Attention Guided Pose Transfer | Feb 14, 2022 | Pose Transfer | CodeCode Available | 1 | 5 |
| Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences | Mar 27, 2025 | Conversational RecommendationRecommendation Systems | CodeCode Available | 1 | 5 |
| Domain-Robust Visual Imitation Learning with Mutual Information Constraints | Mar 8, 2021 | Imitation Learning | CodeCode Available | 1 | 5 |
| Mapping Researchers with PeopleMap | Aug 31, 2020 | Diversity | CodeCode Available | 1 | 5 |
| End-to-end Lane Shape Prediction with Transformers | Nov 9, 2020 | Autonomous VehiclesLane Detection | CodeCode Available | 1 | 5 |
| Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness | Jun 15, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 1 | 5 |
| Unified Image Restoration and Enhancement: Degradation Calibrated Cycle Reconstruction Diffusion Model | Dec 19, 2024 | DenoisingImage Deblurring | CodeCode Available | 1 | 5 |
| Out-of-Distribution Detection with Semantic Mismatch under Masking | Jul 31, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 | 5 |
| EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer | Nov 17, 2020 | 2D Human Pose EstimationKeypoint Detection | CodeCode Available | 1 | 5 |
| GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets | Nov 16, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| The role of Disentanglement in Generalisation | Jan 1, 2021 | DisentanglementOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| Machine learning as a model for cultural learning: Teaching an algorithm what it means to be fat | Mar 24, 2020 | ArticlesCultural Vocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation | Mar 2, 2020 | Dialogue GenerationReinforcement Learning | CodeCode Available | 1 | 5 |
| Serial Speakers: a Dataset of TV Series | Feb 17, 2020 | Retrieval | CodeCode Available | 1 | 5 |
| A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction | Jan 25, 2021 | Joint Entity and Relation ExtractionReading Comprehension | CodeCode Available | 1 | 5 |
| DraftRec: Personalized Draft Recommendation for Winning in Multi-Player Online Battle Arena Games | Apr 27, 2022 | | CodeCode Available | 1 | 5 |
| SSCNav: Confidence-Aware Semantic Scene Completion for Visual Semantic Navigation | Dec 8, 2020 | Navigate | CodeCode Available | 1 | 5 |
| Deep Fried Convnets | Dec 22, 2014 | Image Classification | CodeCode Available | 1 | 5 |
| Augmentation Strategies for Learning with Noisy Labels | Mar 3, 2021 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 | 5 |
| Towards Lightweight Lane Detection by Optimizing Spatial Embedding | Aug 19, 2020 | ClusteringInstance Segmentation | CodeCode Available | 1 | 5 |
| Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning | Jun 11, 2020 | Question AnsweringReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching | Sep 5, 2017 | | CodeCode Available | 1 | 5 |
| Convolutional conditional neural processes for local climate downscaling | Jan 20, 2021 | Gaussian Processes | CodeCode Available | 1 | 5 |
| PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation | Mar 11, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Contrastive Quantization with Code Memory for Unsupervised Image Retrieval | Sep 11, 2021 | Contrastive LearningDeep Hashing | CodeCode Available | 1 | 5 |
| Nice perfume. How long did you marinate in it? Multimodal Sarcasm Explanation | Dec 9, 2021 | DecoderSentence | CodeCode Available | 1 | 5 |
| Landmark Guidance Independent Spatio-channel Attention and Complementary Context Information based Facial Expression Recognition | Jul 20, 2020 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 1 | 5 |
| Video Frame Interpolation via Generalized Deformable Convolution | Aug 24, 2020 | Video Frame Interpolation | CodeCode Available | 1 | 5 |
| On the Universal Transformation of Data-Driven Models to Control Systems | Feb 9, 2021 | Quantization | CodeCode Available | 1 | 5 |
| Maximum Mean Discrepancy Test is Aware of Adversarial Attacks | Oct 22, 2020 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 1 | 5 |
| YOWO-Plus: An Incremental Improvement | Oct 20, 2022 | Action DetectionGPU | CodeCode Available | 1 | 5 |
| Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization | Aug 26, 2021 | Abstractive Text SummarizationContrastive Learning | CodeCode Available | 1 | 5 |
| Learning to Track Dynamic Targets in Partially Known Environments | Jun 17, 2020 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 | 5 |
| LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood | Apr 6, 2020 | Face AlignmentFacial Landmark Detection | CodeCode Available | 1 | 5 |
| Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing | May 17, 2021 | Deep HashingImage Retrieval | CodeCode Available | 1 | 5 |
| Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference | Sep 2, 2024 | Computational EfficiencySentence | CodeCode Available | 1 | 5 |
