| ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons | Oct 11, 2023 | BenchmarkingPosition | CodeCode Available | 2 |
| Mega: Moving Average Equipped Gated Attention | Sep 21, 2022 | Image ClassificationInductive Bias | CodeCode Available | 2 |
| LongEmbed: Extending Embedding Models for Long Context Retrieval | Apr 18, 2024 | 4k8k | CodeCode Available | 2 |
| LayoutDM: Discrete Diffusion Model for Controllable Layout Generation | Mar 14, 2023 | Layout Generationmodel | CodeCode Available | 2 |
| GLACE: Global Local Accelerated Coordinate Encoding | Jun 6, 2024 | Camera Pose EstimationPose Estimation | CodeCode Available | 2 |
| How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning | Feb 5, 2024 | In-Context LearningMetric Learning | CodeCode Available | 2 |
| Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization | Dec 23, 2024 | Position | CodeCode Available | 2 |
| Shifting AI Efficiency From Model-Centric to Data-Centric Compression | May 25, 2025 | Position | CodeCode Available | 2 |
| Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis | Nov 6, 2024 | 3DGSNeRF | CodeCode Available | 2 |
| Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving | May 10, 2023 | Autonomous DrivingBench2Drive | CodeCode Available | 2 |
| An End-to-End Structure with Novel Position Mechanism and Improved EMD for Stock Forecasting | Mar 25, 2024 | PositionTime Series | CodeCode Available | 2 |
| Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation | Aug 27, 2021 | Inductive BiasPlaying the Game of 2048 | CodeCode Available | 2 |
| FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization | Apr 21, 2024 | Anomaly DetectionPosition | CodeCode Available | 2 |
| CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow | Nov 18, 2022 | Optical Flow EstimationPosition | CodeCode Available | 2 |
| ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer | Mar 8, 2022 | Image Classificationobject-detection | CodeCode Available | 2 |
| Detection Transformer with Stable Matching | Apr 10, 2023 | DecoderPosition | CodeCode Available | 2 |
| A Length-Extrapolatable Transformer | Dec 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Extending LLMs' Context Window with 100 Samples | Jan 13, 2024 | Position | CodeCode Available | 2 |
| Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images | Mar 21, 2025 | Image SegmentationMamba | CodeCode Available | 2 |
| Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models | Mar 18, 2024 | 4kPosition | CodeCode Available | 2 |
| DeepInteraction: 3D Object Detection via Modality Interaction | Aug 23, 2022 | 3D Object DetectionDecoder | CodeCode Available | 2 |
| FiLo++: Zero-/Few-Shot Anomaly Detection by Fused Fine-Grained Descriptions and Deformable Localization | Jan 17, 2025 | Anomaly DetectionImage-text matching | CodeCode Available | 2 |
| An Approach for Air Drawing Using Background Subtraction and Contour Extraction | Mar 3, 2025 | Hand DetectionOptical Character Recognition (OCR) | CodeCode Available | 2 |
| FLAT: Chinese NER Using Flat-Lattice Transformer | Apr 24, 2020 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 2 |
| GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats | Jun 5, 2024 | 3D-Aware Image Synthesis3D Generation | CodeCode Available | 2 |