| Unsupervised Video Object Segmentation via Prototype Memory Network | Sep 8, 2022 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| Embrace rejection: Kernel matrix approximation by accelerated randomly pivoted Cholesky | Oct 4, 2024 | Computational chemistry | CodeCode Available | 1 |
| PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems | Feb 28, 2022 | ArticlesBenchmarking | CodeCode Available | 1 |
| BARS-CTR: Open Benchmarking for Click-Through Rate Prediction | Sep 12, 2020 | BenchmarkingClick-Through Rate Prediction | CodeCode Available | 1 |
| Pruning neural networks without any data by iteratively conserving synaptic flow | Jun 9, 2020 | | CodeCode Available | 1 |
| Form-NLU: Dataset for the Form Natural Language Understanding | Apr 4, 2023 | 4kForm | CodeCode Available | 1 |
| NFL: Robust Learned Index via Distribution Transformation | May 24, 2022 | | CodeCode Available | 1 |
| MobileNMT: Enabling Translation in 15MB and 30ms | Jun 7, 2023 | Model CompressionNMT | CodeCode Available | 1 |
| Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images | Apr 18, 2022 | Change DetectionEarth Observation | CodeCode Available | 1 |
| Generalized Global Ranking-Aware Neural Architecture Ranker for Efficient Image Classifier Search | Jan 30, 2022 | Neural Architecture SearchReinforcement Learning (RL) | CodeCode Available | 1 |
| Autoencoder Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm | Sep 9, 2022 | ClusteringClustering Algorithms Evaluation | CodeCode Available | 1 |
| ULOC: Learning to Localize in Complex Large-Scale Environments with Ultra-Wideband Ranges | Sep 17, 2024 | Mamba | CodeCode Available | 1 |
| DALD: Improving Logits-based Detector without Logits from Black-box LLMs | Jun 7, 2024 | Text DetectionText Generation | CodeCode Available | 1 |
| MonaCoBERT: Monotonic attention based ConvBERT for Knowledge Tracing | Aug 19, 2022 | Knowledge TracingManagement | CodeCode Available | 1 |
| MouseSIS: A Frames-and-Events Dataset for Space-Time Instance Segmentation of Mice | Sep 5, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Robust Real-World Image Super-Resolution against Adversarial Attacks | Jul 31, 2022 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 |
| Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition | Jul 3, 2023 | Learning with noisy labelsMulti-Label Classification | CodeCode Available | 1 |
| BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning | Jan 6, 2025 | In-Context LearningMath | CodeCode Available | 1 |
| Pano-AVQA: Grounded Audio-Visual Question Answering on 360^ Videos | Oct 11, 2021 | Audio-visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation | Aug 19, 2024 | dialog state trackingDialogue State Tracking | CodeCode Available | 1 |
| ImaginaryNet: Learning Object Detectors without Real Images and Annotations | Oct 13, 2022 | Image GenerationLanguage Modeling | CodeCode Available | 1 |
| Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions | Mar 19, 2020 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| End-to-End Full-Atom Antibody Design | Feb 1, 2023 | | CodeCode Available | 1 |
| Contrastive Learning of Sentence Embeddings from Scratch | May 24, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 |
| MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection | Apr 29, 2024 | Autonomous DrivingMultispectral Object Detection | CodeCode Available | 1 |
| Deep Image Clustering with Contrastive Learning and Multi-scale Graph Convolutional Networks | Jul 14, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Benchmarking large language models for biomedical natural language processing applications and recommendations | May 10, 2023 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| GlotLID: Language Identification for Low-Resource Languages | Oct 24, 2023 | Dialect IdentificationLanguage Identification | CodeCode Available | 1 |
| SceneFake: An Initial Dataset and Benchmarks for Scene Fake Audio Detection | Nov 11, 2022 | Speech Enhancement | CodeCode Available | 1 |
| PeCLR: Self-Supervised 3D Hand Pose Estimation from monocular RGB via Equivariant Contrastive Learning | Jun 10, 2021 | 3D Hand Pose EstimationContrastive Learning | CodeCode Available | 1 |
| SHINE: SubHypergraph Inductive Neural nEtwork | Oct 13, 2022 | | CodeCode Available | 1 |
| Mining Discriminative Food Regions for Accurate Food Recognition | Jul 8, 2022 | Food RecognitionSemantic Segmentation | CodeCode Available | 1 |
| SSC-RS: Elevate LiDAR Semantic Scene Completion with Representation Separation and BEV Fusion | Jun 27, 2023 | Autonomous DrivingScene Understanding | CodeCode Available | 1 |
| On Memorization in Diffusion Models | Oct 4, 2023 | DenoisingMemorization | CodeCode Available | 1 |
| FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis | Oct 8, 2023 | FairnessMedical Diagnosis | CodeCode Available | 1 |
| Polar Parametrization for Vision-based Surround-View 3D Detection | Jun 22, 2022 | Inductive BiasPosition | CodeCode Available | 1 |
| Deep Event Visual Odometry | Dec 15, 2023 | Monocular Visual OdometryPose Tracking | CodeCode Available | 1 |
| Injecting Universal Jailbreak Backdoors into LLMs in Minutes | Feb 9, 2025 | Model Editing | CodeCode Available | 1 |
| FMA: A Dataset For Music Analysis | Dec 6, 2016 | | CodeCode Available | 1 |
| Generative diffusion model with inverse renormalization group flows | Jan 15, 2025 | Audio SynthesisDenoising | CodeCode Available | 1 |
| Denoising Diffusion Probabilistic Model for Retinal Image Generation and Segmentation | Aug 16, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| PairAug: What Can Augmented Image-Text Pairs Do for Radiology? | Apr 7, 2024 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Linear Attention for Efficient Bidirectional Sequence Modeling | Feb 22, 2025 | State Space Models | CodeCode Available | 1 |
| Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations | May 26, 2022 | ImputationMultivariate Time Series Imputation | CodeCode Available | 1 |
| GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking With 2D-3D Multi-Feature Learning | Jun 1, 2020 | 3D Multi-Object TrackingGraph Neural Network | CodeCode Available | 1 |
| Image Vectorization with Depth: convexified shape layers with depth ordering | Sep 10, 2024 | | CodeCode Available | 1 |
| On Metric Learning for Audio-Text Cross-Modal Retrieval | Mar 29, 2022 | AudioCapsCross-Modal Retrieval | CodeCode Available | 1 |
| ProtSolM: Protein Solubility Prediction with Multi-modal Features | Jun 28, 2024 | Prediction | CodeCode Available | 1 |
| 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 |