| Two-level Group Convolution | Oct 11, 2021 | GPUVocal Bursts Valence Prediction | —Unverified | 0 | 0 |
| Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT | Sep 11, 2023 | GPUSegmentation | —Unverified | 0 | 0 |
| Two-Stream Transformer Architecture for Long Video Understanding | Aug 2, 2022 | Action RecognitionGPU | —Unverified | 0 | 0 |
| Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory | Jul 1, 2017 | Boundary DetectionGPU | —Unverified | 0 | 0 |
| UCNN: A Convolutional Strategy on Unstructured Mesh | Jan 12, 2021 | GPU | —Unverified | 0 | 0 |
| Uconv-Conformer: High Reduction of Input Sequence Length for End-to-End Speech Recognition | Aug 16, 2022 | CPUGPU | —Unverified | 0 | 0 |
| UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache | May 20, 2025 | 4k8k | —Unverified | 0 | 0 |
| UKAN: Unbound Kolmogorov-Arnold Network Accompanied with Accelerated Library | Aug 20, 2024 | BenchmarkingComputational Efficiency | —Unverified | 0 | 0 |
| Ultrafast Focus Detection for Automated Microscopy | Aug 26, 2021 | GPUSemantic Segmentation | —Unverified | 0 | 0 |
| Ultrafast Video Attention Prediction with Coupled Knowledge Distillation | Apr 9, 2019 | CPUGPU | —Unverified | 0 | 0 |
| UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes | May 8, 2025 | 3D ReconstructionComputational Efficiency | —Unverified | 0 | 0 |
| Ultra-High-Definition Dynamic Multi-Exposure Image Fusion via Infinite Pixel Learning | Dec 16, 2024 | GPULarge Language Model | —Unverified | 0 | 0 |
| Ultra-Long Sequence Distributed Transformer | Nov 4, 2023 | GPU | —Unverified | 0 | 0 |
| Ultra Memory-Efficient On-FPGA Training of Transformers via Tensor-Compressed Optimization | Jan 11, 2025 | Domain AdaptationGPU | —Unverified | 0 | 0 |
| UltraMNIST Classification: A Benchmark to Train CNNs for Very Large Images | Jun 25, 2022 | GPUSemantic correspondence | —Unverified | 0 | 0 |
| Can't Slow me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices | Dec 3, 2024 | Autonomous DrivingGPU | —Unverified | 0 | 0 |
| Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning | Feb 7, 2020 | GPU | —Unverified | 0 | 0 |
| Understanding Egocentric Hand-Object Interactions from Hand Pose Estimation | Sep 29, 2021 | DecoderGPU | —Unverified | 0 | 0 |
| Understanding the Role of Self Attention for Efficient Speech Recognition | Sep 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Understanding Training Efficiency of Deep Learning Recommendation Models at Scale | Nov 11, 2020 | Deep LearningGPU | —Unverified | 0 | 0 |
| Under the Hood of Tabular Data Generation Models: Benchmarks with Extensive Tuning | Jun 18, 2024 | GPUHyperparameter Optimization | —Unverified | 0 | 0 |
| Unequal-Training for Deep Face Recognition With Long-Tailed Noisy Data | Jun 1, 2019 | Face RecognitionGPU | —Unverified | 0 | 0 |
| U-Net for MAV-based Penstock Inspection: an Investigation of Focal Loss in Multi-class Segmentation for Corrosion Identification | Sep 18, 2018 | GPU | —Unverified | 0 | 0 |
| Unfolding and Shrinking Neural Machine Translation Ensembles | Apr 11, 2017 | DecoderGPU | —Unverified | 0 | 0 |
| UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models | Mar 21, 2025 | GPU | —Unverified | 0 | 0 |