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| Twitter Part-of-Speech Tagging for All: Overcoming Sparse and Noisy Data | Sep 1, 2013 | AllNamed Entity Recognition (NER) | —Unverified | 0 |
| Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training | May 20, 2025 | AllDomain Generalization | —Unverified | 0 |
| U-Calibration: Forecasting for an Unknown Agent | Jun 30, 2023 | Allscoring rule | —Unverified | 0 |
| Unbiased Max-Min Embedding Classification for Transductive Few-Shot Learning: Clustering and Classification Are All You Need | Mar 28, 2025 | AllClassification | —Unverified | 0 |
| Uncertainty Herding: One Active Learning Method for All Label Budgets | Dec 30, 2024 | Active LearningAll | —Unverified | 0 |
| Uncovering low-dimensional, miR-based signatures of acute myeloid and lymphoblastic leukemias with a machine-learning-driven network approach | Nov 21, 2015 | All | —Unverified | 0 |
| U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation | Apr 7, 2020 | AllDecoder | —Unverified | 0 |
| UNIBA: Combining Distributional Semantic Models and Sense Distribution for Multilingual All-Words Sense Disambiguation and Entity Linking | Jun 1, 2015 | AllEntity Linking | —Unverified | 0 |
| UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All | Mar 19, 2024 | AllContrastive Learning | —Unverified | 0 |
| UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity | Aug 14, 2023 | AllBrain Decoding | —Unverified | 0 |
| Unified Batch All Triplet Loss for Visible-Infrared Person Re-identification | Mar 8, 2021 | AllCross-Modality Person Re-identification | —Unverified | 0 |
| UniGen: Unified Modeling of Initial Agent States and Trajectories for Generating Autonomous Driving Scenarios | May 6, 2024 | AllAutonomous Driving | —Unverified | 0 |
| UniIF: Unified Molecule Inverse Folding | May 29, 2024 | AllDrug Discovery | —Unverified | 0 |
| UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks | Dec 6, 2021 | All | —Unverified | 0 |
| Uni-LoRA: One Vector is All You Need | Jun 1, 2025 | AllMathematical Reasoning | —Unverified | 0 |
| Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs | Nov 29, 2024 | AllChatbot | —Unverified | 0 |
| Union and Intersection of all Justifications | Sep 23, 2021 | All | —Unverified | 0 |
| UniUIR: Considering Underwater Image Restoration as An All-in-One Learner | Jan 22, 2025 | AllDepth Estimation | —Unverified | 0 |
| Universal-2-TF: Robust All-Neural Text Formatting for ASR | Jan 10, 2025 | AllAutomatic Speech Recognition | —Unverified | 0 |
| Universal Online Learning with Unbounded Losses: Memory Is All You Need | Jan 21, 2022 | AllLearning Theory | —Unverified | 0 |
| Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN | Feb 18, 2020 | AllObject | —Unverified | 0 |
| Unlabelled Sample Compression Schemes for Intersection-Closed Classes and Extremal Classes | Oct 11, 2022 | AllLearning Theory | —Unverified | 0 |
| Unlocking Robust Segmentation Across All Age Groups via Continual Learning | Apr 19, 2024 | AllAnatomy | —Unverified | 0 |
| All Data on the Table: Novel Dataset and Benchmark for Cross-Modality Scientific Information Extraction | Nov 14, 2023 | All | —Unverified | 0 |
| Unsupervised Learning of Multi-level Structures for Anomaly Detection | Apr 25, 2021 | AllAnomaly Detection | —Unverified | 0 |
| Unsupervised Real-World Denoising: Sparsity is All You Need | Mar 27, 2025 | AllDenoising | —Unverified | 0 |
| Unwrapping All ReLU Networks | May 16, 2023 | All | —Unverified | 0 |
| Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models | May 1, 2022 | All | —Unverified | 0 |
| Using accumulation to optimize deep residual neural nets | Jan 14, 2018 | All | —Unverified | 0 |
| Multimodal Generative Models for Bankruptcy Prediction Using Textual Data | Oct 26, 2022 | AllPrediction | —Unverified | 0 |
| Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms | May 18, 2021 | All | —Unverified | 0 |
| Variance Reduction in Deep Learning: More Momentum is All You Need | Nov 23, 2021 | AllData Augmentation | —Unverified | 0 |
| Variational Auto-Encoder: not all failures are equal | Mar 4, 2020 | All | —Unverified | 0 |
| Vector Search with OpenAI Embeddings: Lucene Is All You Need | Aug 29, 2023 | AllPassage Ranking | —Unverified | 0 |
| Vertical Federated Learning without Revealing Intersection Membership | Jun 10, 2021 | AllFederated Learning | —Unverified | 0 |
| VicaSplat: A Single Run is All You Need for 3D Gaussian Splatting and Camera Estimation from Unposed Video Frames | Mar 13, 2025 | AllCamera Pose Estimation | —Unverified | 0 |
| Video Face Matching using Subset Selection and Clustering of Probabilistic Multi-Region Histograms | Mar 26, 2013 | AllClustering | —Unverified | 0 |
| Video Summarization: Study of various techniques | Jan 21, 2021 | AllVideo Summarization | —Unverified | 0 |
| Rethinking Video Super-Resolution: Towards Diffusion-Based Methods without Motion Alignment | Mar 5, 2025 | AllSuper-Resolution | —Unverified | 0 |
| Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving | Sep 8, 2023 | AllAutonomous Driving | —Unverified | 0 |
| VILENS: Visual, Inertial, Lidar, and Leg Odometry for All-Terrain Legged Robots | Jul 15, 2021 | All | —Unverified | 0 |
| Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks | Mar 21, 2025 | AllImage Restoration | —Unverified | 0 |
| Vision-Language Modeling with Regularized Spatial Transformer Networks for All Weather Crosswind Landing of Aircraft | May 9, 2024 | AllLanguage Modeling | —Unverified | 0 |
| Visual-Relation Conscious Image Generation from Structured-Text | Aug 5, 2019 | AllImage Generation | —Unverified | 0 |
| Voice Anonymization for All -- Bias Evaluation of the Voice Privacy Challenge Baseline System | Nov 27, 2023 | All | —Unverified | 0 |
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| Wanna hear your voice? A sample is all we need! | Oct 1, 2024 | AllSpeech Separation | —Unverified | 0 |
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| Waste not, Want not: All-Alive Pruning for Extremely Sparse Networks | Jan 1, 2021 | AllNetwork Pruning | —Unverified | 0 |