| Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation | Jul 30, 2021 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| Jointly Learning to Label Sentences and Tokens | Nov 14, 2018 | Grammatical Error DetectionSentence | CodeCode Available | 1 | 5 |
| BargainNet: Background-Guided Domain Translation for Image Harmonization | Sep 19, 2020 | Image HarmonizationTranslation | CodeCode Available | 1 | 5 |
| NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks | Jun 18, 2022 | Continual Learning | CodeCode Available | 1 | 5 |
| Learning Visually Guided Latent Actions for Assistive Teleoperation | May 2, 2021 | | CodeCode Available | 1 | 5 |
| Dropout Q-Functions for Doubly Efficient Reinforcement Learning | Oct 5, 2021 | Computational EfficiencyQ-Learning | CodeCode Available | 1 | 5 |
| Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE | Feb 10, 2025 | DiversityLanguage Modeling | CodeCode Available | 1 | 5 |
| Entropy Minimization vs. Diversity Maximization for Domain Adaptation | Feb 5, 2020 | DiversityDomain Adaptation | CodeCode Available | 1 | 5 |
| Symplectic Adjoint Method for Exact Gradient of Neural ODE with Minimal Memory | Feb 19, 2021 | Numerical Integration | CodeCode Available | 1 | 5 |
| Amortized Probabilistic Detection of Communities in Graphs | Oct 29, 2020 | ClusteringCommunity Detection | CodeCode Available | 1 | 5 |
| Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis | Mar 25, 2020 | Image GenerationLayout-to-Image Generation | CodeCode Available | 1 | 5 |
| BlockGAN: Learning 3D Object-aware Scene Representations from Unlabelled Images | Feb 20, 2020 | 3D geometryObject | CodeCode Available | 1 | 5 |
| Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report | May 17, 2021 | | CodeCode Available | 1 | 5 |
| DALE : Dark Region-Aware Low-light Image Enhancement | Aug 28, 2020 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 | 5 |
| Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100 | Aug 5, 2021 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection | Nov 9, 2024 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games | Jul 12, 2021 | Action ClassificationActivity Recognition | CodeCode Available | 1 | 5 |
| An Auto-Encoder Strategy for Adaptive Image Segmentation | Apr 29, 2020 | Image SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| CIBench: Evaluating Your LLMs with a Code Interpreter Plugin | Jul 15, 2024 | Benchmarking | CodeCode Available | 1 | 5 |
| Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews | Aug 1, 2021 | | CodeCode Available | 1 | 5 |
| Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis | Jan 6, 2025 | BenchmarkingImage Enhancement | CodeCode Available | 1 | 5 |
| 1st Place Solution to VisDA-2020: Bias Elimination for Domain Adaptive Pedestrian Re-identification | Dec 25, 2020 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| GECToR -- Grammatical Error Correction: Tag, Not Rewrite | May 26, 2020 | Grammatical Error CorrectionTAG | CodeCode Available | 1 | 5 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 | 5 |
| GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation | Dec 2, 2021 | Image AugmentationImage Generation | CodeCode Available | 1 | 5 |
| MSTRE-Net: Multistreaming Acoustic Modeling for Automatic Lyrics Transcription | Aug 5, 2021 | Automatic Lyrics TranscriptionTAG | CodeCode Available | 1 | 5 |
| Global Concept Explanations for Graphs by Contrastive Learning | Apr 25, 2024 | Contrastive LearningFairness | CodeCode Available | 1 | 5 |
| Real-Time Evaluation in Online Continual Learning: A New Hope | Feb 2, 2023 | Continual Learning | CodeCode Available | 1 | 5 |
| Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks | May 18, 2021 | | CodeCode Available | 1 | 5 |
| Learning Representations that Support Robust Transfer of Predictors | Oct 19, 2021 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks | Mar 2, 2020 | Graph Neural NetworkSegmentation | CodeCode Available | 1 | 5 |
| Task-Driven Convolutional Recurrent Models of the Visual System | Jun 20, 2018 | General ClassificationObject Recognition | CodeCode Available | 1 | 5 |
| UniSAR: Modeling User Transition Behaviors between Search and Recommendation | Apr 15, 2024 | Contrastive Learning | CodeCode Available | 1 | 5 |
| ZePHyR: Zero-shot Pose Hypothesis Rating | Apr 28, 2021 | Motion PlanningPose Estimation | CodeCode Available | 1 | 5 |
| A 2-μJ, 12-class, 91% Accuracy Spiking Neural Network Approach For Radar Gesture Recognition | Aug 5, 2021 | Gesture Recognition | CodeCode Available | 1 | 5 |
| Recovery of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements using Neural Fields | Nov 27, 2021 | Zero-Shot Learning | CodeCode Available | 1 | 5 |
| Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters | Feb 17, 2021 | Machine TranslationNatural Language Inference | CodeCode Available | 1 | 5 |
| Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion | Jun 3, 2020 | Change DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| MV-JAR: Masked Voxel Jigsaw and Reconstruction for LiDAR-Based Self-Supervised Pre-Training | Mar 23, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica | Sep 6, 2021 | Benchmarking | CodeCode Available | 1 | 5 |
| Learning to Move with Affordance Maps | Jan 8, 2020 | Autonomous NavigationAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Cartoon Explanations of Image Classifiers | Oct 7, 2021 | | CodeCode Available | 1 | 5 |
| Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation | Oct 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| M-LVC: Multiple Frames Prediction for Learned Video Compression | Apr 21, 2020 | MS-SSIMPrediction | CodeCode Available | 1 | 5 |
| Voxel-based Network for Shape Completion by Leveraging Edge Generation | Aug 23, 2021 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| Deciphering Environmental Air Pollution with Large Scale City Data | Sep 9, 2021 | Air Pollution Prediction | CodeCode Available | 1 | 5 |
| MERLOT: Multimodal Neural Script Knowledge Models | Jun 4, 2021 | Multimodal ReasoningVisual Commonsense Reasoning | CodeCode Available | 1 | 5 |
| Interpolation variable rate image compression | Sep 20, 2021 | Image CompressionMS-SSIM | CodeCode Available | 1 | 5 |
| Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation | Aug 10, 2021 | Machine TranslationNMT | CodeCode Available | 1 | 5 |
| Deep Gradient Projection Networks for Pan-sharpening | Mar 8, 2021 | | CodeCode Available | 1 | 5 |
