| Joint Multiple Intent Detection and Slot Filling with Supervised Contrastive Learning and Self-Distillation | Aug 28, 2023 | Contrastive LearningIntent Detection | CodeCode Available | 1 |
| Cross-Modal Translation and Alignment for Survival Analysis | Sep 22, 2023 | DecoderSurvival Analysis | CodeCode Available | 1 |
| Context-aware multi-head self-attentional neural network model for next location prediction | Dec 4, 2022 | Prediction | CodeCode Available | 1 |
| Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding | Mar 5, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Deepfake Video Detection Using Generative Convolutional Vision Transformer | Jul 13, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks | Jun 1, 2022 | Adversarial AttackGPU | CodeCode Available | 1 |
| EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks | May 27, 2022 | Node Classification | CodeCode Available | 1 |
| Graph Inductive Biases in Transformers without Message Passing | May 27, 2023 | Graph ClassificationGraph Regression | CodeCode Available | 1 |
| CyCLIP: Cyclic Contrastive Language-Image Pretraining | May 28, 2022 | Representation LearningVisual Reasoning | CodeCode Available | 1 |
| HDLTex: Hierarchical Deep Learning for Text Classification | Sep 24, 2017 | ClassificationDeep Learning | CodeCode Available | 1 |
| UA-FedRec: Untargeted Attack on Federated News Recommendation | Feb 14, 2022 | Federated LearningNews Recommendation | CodeCode Available | 1 |
| CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning | Dec 20, 2022 | Contrastive LearningText Detection | CodeCode Available | 1 |
| Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation | Jun 11, 2024 | Grounded Multimodal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Sliding Window Recurrent Network for Efficient Video Super-Resolution | Aug 24, 2022 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 |
| A Resource for Computational Experiments on Mapudungun | Dec 4, 2019 | Machine Translationspeech-recognition | CodeCode Available | 1 |
| Large-Scale Product Retrieval with Weakly Supervised Representation Learning | Aug 1, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Approaching sales forecasting using recurrent neural networks and transformers | Apr 16, 2022 | | CodeCode Available | 1 |
| Too Large; Data Reduction for Vision-Language Pre-Training | May 31, 2023 | Decoder | CodeCode Available | 1 |
| Learning Distinctive Margin toward Active Domain Adaptation | Mar 11, 2022 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| E(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials | Jan 8, 2021 | | CodeCode Available | 1 |
| An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance | Apr 1, 2024 | Machine TranslationTranslation | CodeCode Available | 1 |
| Can Authorship Representation Learning Capture Stylistic Features? | Aug 22, 2023 | Authorship AttributionRepresentation Learning | CodeCode Available | 1 |
| Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers disease | Dec 28, 2018 | ClassificationDiffusion MRI | CodeCode Available | 1 |
| Instruction Tuning With Loss Over Instructions | May 23, 2024 | HumanEvalMMLU | CodeCode Available | 1 |
| Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing | Feb 5, 2023 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation | Jan 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Electrostatics from Laplacian Eigenbasis for Neural Network Interatomic Potentials | May 20, 2025 | | CodeCode Available | 1 |
| PanopticNDT: Efficient and Robust Panoptic Mapping | Sep 24, 2023 | 2D Panoptic Segmentation3D Panoptic Segmentation | CodeCode Available | 1 |
| Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational Search | May 6, 2024 | Conversational SearchResponse Generation | CodeCode Available | 1 |
| Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification | May 18, 2025 | Classification Of Hyperspectral ImagesDiversity | CodeCode Available | 1 |
| Vision Relation Transformer for Unbiased Scene Graph Generation | Aug 18, 2023 | DecoderGraph Generation | CodeCode Available | 1 |
| Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution | Oct 30, 2022 | Image Super-ResolutionLicense Plate Recognition | CodeCode Available | 1 |
| Sparse R-CNN OBB: Ship Target Detection in SAR Images Based on Oriented Sparse Proposals | Sep 12, 2024 | | CodeCode Available | 1 |
| CDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing | Dec 2, 2021 | DemosaickingDenoising | CodeCode Available | 1 |
| Time-coded Spiking Fourier Transform in Neuromorphic Hardware | Feb 25, 2022 | | CodeCode Available | 1 |
| LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning | Jun 2, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| OSSGAN: Open-Set Semi-Supervised Image Generation | Apr 29, 2022 | Image Generation | CodeCode Available | 1 |
| Inverse Reinforcement Learning without Reinforcement Learning | Mar 26, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Understanding Gradient Descent through the Training Jacobian | Dec 9, 2024 | | CodeCode Available | 1 |
| MiniF2F in Rocq: Automatic Translation Between Proof Assistants -- A Case Study | Feb 11, 2025 | Translation | CodeCode Available | 1 |
| SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models | Sep 10, 2023 | Image Generation | CodeCode Available | 1 |
| Degradation-Aware Self-Attention Based Transformer for Blind Image Super-Resolution | Oct 6, 2023 | Blind Super-ResolutionContrastive Learning | CodeCode Available | 1 |
| CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation | Aug 27, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks | Aug 8, 2022 | Image GenerationText to Image Generation | CodeCode Available | 1 |
| LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions | Oct 21, 2023 | Band GapProperty Prediction | CodeCode Available | 1 |
| CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution | Dec 8, 2022 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 |
| MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation | Dec 15, 2023 | Multimedia recommendationRecommendation Systems | CodeCode Available | 1 |
| Reinformer: Max-Return Sequence Modeling for Offline RL | May 14, 2024 | D4RLOffline RL | CodeCode Available | 1 |
| Query Quantized Neural SLAM | Dec 21, 2024 | Simultaneous Localization and Mapping | CodeCode Available | 1 |
| RAD: A Dataset and Benchmark for Real-Life Anomaly Detection with Robotic Observations | Oct 1, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 1 |