| UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification | May 4, 2024 | Extreme Multi-Label ClassificationGPU | —Unverified | 0 | 0 |
| Unified Shape and SVBRDF Recovery using Differentiable Monte Carlo Rendering | Mar 28, 2021 | GPU | —Unverified | 0 | 0 |
| Unifying KV Cache Compression for Large Language Models with LeanKV | Dec 4, 2024 | GPUQuantization | —Unverified | 0 | 0 |
| Universal Segmentation of 33 Anatomies | Mar 4, 2022 | GPUImage Segmentation | —Unverified | 0 | 0 |
| Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem | Jun 3, 2025 | GPUMath | —Unverified | 0 | 0 |
| Unleashing the Unused Potential of I-Vectors Enabled by GPU Acceleration | Jun 20, 2019 | CPUGPU | —Unverified | 0 | 0 |
| Unlimited Knowledge Distillation for Action Recognition in the Dark | Aug 18, 2023 | Action RecognitionGPU | —Unverified | 0 | 0 |
| Bridging LLMs and KGs without Fine-Tuning: Intermediate Probing Meets Subgraph-Aware Entity Descriptions | Aug 13, 2024 | GPUKnowledge Graph Completion | —Unverified | 0 | 0 |
| UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging | Dec 1, 2020 | GPU | —Unverified | 0 | 0 |
| Unrealized Expectations: Comparing AI Methods vs Classical Algorithms for Maximum Independent Set | Feb 5, 2025 | Combinatorial OptimizationCPU | —Unverified | 0 | 0 |
| Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations | Oct 1, 2017 | GPURolling Shutter Correction | —Unverified | 0 | 0 |
| Unsupervised ANN-Based Equalizer and Its Trainable FPGA Implementation | Apr 14, 2023 | GPU | —Unverified | 0 | 0 |
| Unsupervised comparable corpora preparation and exploration for bi-lingual translation equivalents | Dec 5, 2015 | GPUTranslation | —Unverified | 0 | 0 |
| Unsupervised Deep Learning for Bayesian Brain MRI Segmentation | Apr 25, 2019 | Brain Image SegmentationBrain Segmentation | —Unverified | 0 | 0 |
| Unsupervised Discovery of Interpretable Directions in h-space of Pre-trained Diffusion Models | Oct 15, 2023 | GPU | —Unverified | 0 | 0 |
| Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout | Jul 18, 2017 | ClusteringGPU | —Unverified | 0 | 0 |
| Unsupervised Learning of Dense Optical Flow, Depth and Egomotion from Sparse Event Data | Sep 23, 2018 | DecoderGPU | —Unverified | 0 | 0 |
| UpDLRM: Accelerating Personalized Recommendation using Real-World PIM Architecture | Jun 20, 2024 | CPUGPU | —Unverified | 0 | 0 |
| Use Image Clustering to Facilitate Technology Assisted Review | Dec 16, 2021 | ClusteringGPU | —Unverified | 0 | 0 |
| Use of GPU and Feature Reduction for Fast Query-by-Example Spoken Term Detection | Dec 1, 2014 | GPUSpeech Recognition | —Unverified | 0 | 0 |
| User-friendly Foundation Model Adapters for Multivariate Time Series Classification | Sep 18, 2024 | Dimensionality ReductionGPU | —Unverified | 0 | 0 |
| Using Convolutional Neural Networks for Denoising and Deblending of Marine Seismic Data | Sep 13, 2024 | DenoisingGPU | —Unverified | 0 | 0 |
| Using Deep Neural Network Approximate Bayesian Network | Dec 31, 2017 | GPU | —Unverified | 0 | 0 |
| Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition | Jan 6, 2023 | Domain AdaptationGPU | —Unverified | 0 | 0 |
| Using hardware performance counters to speed up autotuning convergence on GPUs | Feb 10, 2021 | GPUNavigate | —Unverified | 0 | 0 |