| Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelism | Jul 14, 2021 | GPUTransfer Learning | CodeCode Available | 1 |
| ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding | Oct 13, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 |
| CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages | Oct 20, 2023 | DiversityGPU | CodeCode Available | 1 |
| Fine-tuning of sign language recognition models: a technical report | Feb 15, 2023 | Gesture RecognitionGPU | CodeCode Available | 1 |
| Collaborative Distillation for Ultra-Resolution Universal Style Transfer | Mar 18, 2020 | DecoderGPU | CodeCode Available | 1 |
| A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models | Aug 20, 2017 | GPUText Compression | CodeCode Available | 1 |
| FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval system | Apr 21, 2023 | CPUGPU | CodeCode Available | 1 |
| An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System | Jul 16, 2022 | ClusteringCPU | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Transformers into Decaying Fast Weights | Oct 9, 2022 | GPU | CodeCode Available | 1 |
| Flash3D: Super-scaling Point Transformers through Joint Hardware-Geometry Locality | Dec 21, 2024 | GPU | CodeCode Available | 1 |
| Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization | Apr 12, 2020 | GPUVideo Quality Assessment | CodeCode Available | 1 |
| JIT-Masker: Efficient Online Distillation for Background Matting | Jun 11, 2020 | GPUImage Matting | CodeCode Available | 1 |
| FFHNet : Generating Multi-Fingered Robotic Grasps for Unknown Objects in Real-time | May 23, 2022 | GPUGrasp Generation | CodeCode Available | 1 |
| FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling | Dec 17, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 |
| CARTO: Category and Joint Agnostic Reconstruction of ARTiculated Objects | Mar 28, 2023 | DecoderGPU | CodeCode Available | 1 |
| Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching | Dec 13, 2019 | 3D ReconstructionGPU | CodeCode Available | 1 |
| KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow | Apr 11, 2020 | CPUGPU | CodeCode Available | 1 |
| FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging | Jul 11, 2024 | DiversityFederated Learning | CodeCode Available | 1 |
| Allegro-Legato: Scalable, Fast, and Robust Neural-Network Quantum Molecular Dynamics via Sharpness-Aware Minimization | Mar 14, 2023 | GPU | CodeCode Available | 1 |
| F-coref: Fast, Accurate and Easy to Use Coreference Resolution | Sep 9, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| An In-depth Study of Stochastic Backpropagation | Sep 30, 2022 | GPUimage-classification | CodeCode Available | 1 |
| CatBoost: gradient boosting with categorical features support | Oct 24, 2018 | ClusteringCPU | CodeCode Available | 1 |
| Ladder-residual: parallelism-aware architecture for accelerating large model inference with communication overlapping | Jan 11, 2025 | GPULarge Language Model | CodeCode Available | 1 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
