| Network Pruning using Adaptive Exemplar Filters | Jan 20, 2021 | CPUFace Recognition | CodeCode Available | 1 | 5 |
| Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework | Oct 29, 2022 | DiversityFairness | CodeCode Available | 1 | 5 |
| Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware | May 30, 2022 | GPU | CodeCode Available | 1 | 5 |
| Low Complexity Point Tracking of the Myocardium in 2D Echocardiography | Mar 13, 2025 | GPUPoint Tracking | CodeCode Available | 1 | 5 |
| CompOFA: Compound Once-For-All Networks for Faster Multi-Platform Deployment | Apr 26, 2021 | AllDiversity | CodeCode Available | 1 | 5 |
| CompOFA – Compound Once-For-All Networks for Faster Multi-Platform Deployment | Jan 1, 2021 | AllGPU | CodeCode Available | 1 | 5 |
| Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer | Dec 3, 2021 | GPUHuman-Object Interaction Detection | CodeCode Available | 1 | 5 |
| Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution | Jul 25, 2022 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| Noise-Robust De-Duplication at Scale | Oct 9, 2022 | ArticlesGPU | CodeCode Available | 1 | 5 |
| Efficient fine-tuning of 37-level GraphCast with the Canadian global deterministic analysis | Aug 26, 2024 | GPU | CodeCode Available | 1 | 5 |
| No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML | Oct 11, 2023 | GPUInference Attack | CodeCode Available | 1 | 5 |
| ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization | Nov 22, 2023 | GPULanguage Modelling | CodeCode Available | 1 | 5 |
| EfficientSCI: Densely Connected Network with Space-time Factorization for Large-scale Video Snapshot Compressive Imaging | May 17, 2023 | GPU | CodeCode Available | 1 | 5 |
| Efficient Self-Supervised Adaptation for Medical Image Analysis | Mar 24, 2025 | GPUMedical Image Analysis | CodeCode Available | 1 | 5 |
| Efficient Quantized Sparse Matrix Operations on Tensor Cores | Sep 14, 2022 | GPUQuantization | CodeCode Available | 1 | 5 |
| Fast Differentiable Modal Simulation of Non-linear Strings, Membranes, and Plates | May 9, 2025 | Audio SynthesisCPU | CodeCode Available | 1 | 5 |
| Efficient Neural Network Approximation of Robust PCA for Automated Analysis of Calcium Imaging Data | Jul 31, 2021 | Efficient Neural NetworkGPU | CodeCode Available | 1 | 5 |
| Norm-Aware Embedding for Efficient Person Search | Jun 1, 2020 | GPUHuman Detection | CodeCode Available | 1 | 5 |
| Optimizing the Memory Hierarchy by Compositing Automatic Transformations on Computations and Data | Nov 11, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
| [Re] Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias | Apr 28, 2021 | AttributeGPU | CodeCode Available | 1 | 5 |
| Taming Visually Guided Sound Generation | Oct 17, 2021 | Audio GenerationGPU | CodeCode Available | 1 | 5 |
| Neuron to Graph: Interpreting Language Model Neurons at Scale | May 31, 2023 | GPULanguage Modeling | CodeCode Available | 0 | 5 |
| Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCb | Feb 4, 2025 | GPUGraph Neural Network | CodeCode Available | 0 | 5 |
| AD-DMKDE: Anomaly Detection through Density Matrices and Fourier Features | Oct 26, 2022 | Anomaly DetectionDensity Estimation | CodeCode Available | 0 | 5 |
| Neural Tangents: Fast and Easy Infinite Neural Networks in Python | Dec 5, 2019 | Bayesian InferenceCPU | CodeCode Available | 0 | 5 |
| New Adversarial Image Detection Based on Sentiment Analysis | May 3, 2023 | Adversarial AttackGPU | CodeCode Available | 0 | 5 |
| Compact Convolutional Neural Network Cascade for Face Detection | Aug 6, 2015 | 4kComputational Efficiency | CodeCode Available | 0 | 5 |
| NeuralPDR: Neural Differential Equations as surrogate models for Photodissociation Regions | Jun 17, 2025 | GPU | CodeCode Available | 0 | 5 |
| NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks | Oct 15, 2017 | GPU | CodeCode Available | 0 | 5 |
| Neural GPUs Learn Algorithms | Nov 25, 2015 | GPU | CodeCode Available | 0 | 5 |
| Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations | Oct 3, 2021 | GPU | CodeCode Available | 0 | 5 |
| Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching | May 4, 2023 | GPURecommendation Systems | CodeCode Available | 0 | 5 |
| A Quantization-Friendly Separable Convolution for MobileNets | Mar 22, 2018 | Edge-computingGPU | CodeCode Available | 0 | 5 |
| Improved Automated Machine Learning from Transfer Learning | Feb 27, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 0 | 5 |
| MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search | Sep 19, 2020 | GPUNeural Architecture Search | CodeCode Available | 0 | 5 |
| CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization | May 23, 2024 | Code GenerationGPU | CodeCode Available | 0 | 5 |
| AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions | Jan 21, 2023 | GPUPose Estimation | CodeCode Available | 0 | 5 |
| Network Recasting: A Universal Method for Network Architecture Transformation | Sep 14, 2018 | GPU | CodeCode Available | 0 | 5 |
| A Push-Relabel Based Additive Approximation for Optimal Transport | Mar 7, 2022 | CPUGPU | CodeCode Available | 0 | 5 |
| DDPNAS: Efficient Neural Architecture Search via Dynamic Distribution Pruning | May 28, 2019 | AutoMLGPU | CodeCode Available | 0 | 5 |
| Neural Architecture Optimization | Aug 22, 2018 | DecoderEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| CollaFuse: Navigating Limited Resources and Privacy in Collaborative Generative AI | Feb 29, 2024 | Autonomous DrivingDenoising | CodeCode Available | 0 | 5 |
| NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications | Apr 9, 2018 | CPUGPU | CodeCode Available | 0 | 5 |
| Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor | Dec 15, 2022 | GPUHardware Aware Neural Architecture Search | CodeCode Available | 0 | 5 |
| NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis | Nov 1, 2021 | Domain AdaptationGPU | CodeCode Available | 0 | 5 |
| CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification | Sep 9, 2024 | Computational EfficiencyDenoising | CodeCode Available | 0 | 5 |
| NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks | Jan 31, 2023 | Contrastive LearningEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| NCRF++: An Open-source Neural Sequence Labeling Toolkit | Jun 14, 2018 | ChunkingGPU | CodeCode Available | 0 | 5 |
| MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems | Dec 3, 2015 | BIG-bench Machine LearningClustering | CodeCode Available | 0 | 5 |
| AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation | Mar 25, 2025 | Domain AdaptationGPU | CodeCode Available | 0 | 5 |