| EfficientSCI: Densely Connected Network with Space-time Factorization for Large-scale Video Snapshot Compressive Imaging | May 17, 2023 | GPU | CodeCode Available | 1 | 5 |
| Neural Game Engine: Accurate learning of generalizable forward models from pixels | Mar 23, 2020 | GPUModel-based Reinforcement Learning | 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 |
| Neural Architecture Search without Training | Jun 8, 2020 | GPUNeural Architecture Search | 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 |
| Benchmarking of DL Libraries and Models on Mobile Devices | Feb 14, 2022 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| LightViT: Towards Light-Weight Convolution-Free Vision Transformers | Jul 12, 2022 | GPUimage-classification | CodeCode Available | 1 | 5 |
| Lightweight LiDAR-Camera 3D Dynamic Object Detection and Multi-Class Trajectory Prediction | Apr 18, 2025 | 3D Object DetectionGPU | CodeCode Available | 1 | 5 |
| Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution | May 9, 2021 | GPUImage Super-Resolution | CodeCode Available | 1 | 5 |
| Neural Architecture Design for GPU-Efficient Networks | Jun 24, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge | Jan 24, 2023 | GPUimage-classification | CodeCode Available | 1 | 5 |
| TFApprox: Towards a Fast Emulation of DNN Approximate Hardware Accelerators on GPU | Feb 21, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
| Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN | Feb 21, 2023 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 | 5 |
| NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems | Dec 20, 2021 | BIG-bench Machine LearningChunking | CodeCode Available | 1 | 5 |
| Efficient Neural Architecture Search via Parameter Sharing | Feb 9, 2018 | GPULanguage Modelling | CodeCode Available | 1 | 5 |
| Lite Training Strategies for Portuguese-English and English-Portuguese Translation | Aug 20, 2020 | GPUMachine Translation | CodeCode Available | 1 | 5 |
| Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts | May 30, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Network Contention-Aware Cluster Scheduling with Reinforcement Learning | Oct 31, 2023 | GPUreinforcement-learning | CodeCode Available | 1 | 5 |
| Neural Architecture Search for Lightweight Non-Local Networks | Apr 4, 2020 | GPUImage Classification | CodeCode Available | 1 | 5 |
| Efficient Movie Scene Detection using State-Space Transformers | Dec 29, 2022 | GPUScene Segmentation | CodeCode Available | 1 | 5 |
| Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference Speed | Sep 24, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning | Feb 17, 2023 | ClassificationCPU | CodeCode Available | 1 | 5 |
| Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling | Apr 14, 2021 | GPURe-Ranking | CodeCode Available | 1 | 5 |
| Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective | Feb 23, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| NICE: Noise Injection and Clamping Estimation for Neural Network Quantization | Sep 29, 2018 | General ClassificationGPU | CodeCode Available | 1 | 5 |
| Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans | Sep 10, 2020 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs | Jan 7, 2021 | GPUMusic Generation | CodeCode Available | 1 | 5 |
| NAS-FCOS: Fast Neural Architecture Search for Object Detection | Jun 11, 2019 | DecoderGPU | CodeCode Available | 1 | 5 |
| LiVOS: Light Video Object Segmentation with Gated Linear Matching | Nov 5, 2024 | GPUSemantic Segmentation | CodeCode Available | 1 | 5 |
| Compound Text-Guided Prompt Tuning via Image-Adaptive Cues | Dec 11, 2023 | Domain GeneralizationGPU | CodeCode Available | 1 | 5 |
| Myna: Masking-Based Contrastive Learning of Musical Representations | Feb 18, 2025 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension | Nov 23, 2022 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| CompOFA: Compound Once-For-All Networks for Faster Multi-Platform Deployment | Apr 26, 2021 | AllDiversity | CodeCode Available | 1 | 5 |
| LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs | Apr 16, 2024 | DecoderGPU | CodeCode Available | 1 | 5 |
| Long Movie Clip Classification with State-Space Video Models | Apr 4, 2022 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| CompOFA – Compound Once-For-All Networks for Faster Multi-Platform Deployment | Jan 1, 2021 | AllGPU | CodeCode Available | 1 | 5 |
| LLM-Pilot: Characterize and Optimize Performance of your LLM Inference Services | Oct 3, 2024 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| Efficient Large-scale Scene Representation with a Hybrid of High-resolution Grid and Plane Features | Mar 6, 2023 | GPUNeRF | 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 |
| LLMSTEP: LLM proofstep suggestions in Lean | Oct 27, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| LLMThinkBench: Towards Basic Math Reasoning and Overthinking in Large Language Models | Jul 5, 2025 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing | Jan 7, 2022 | Data CompressionGPU | CodeCode Available | 1 | 5 |
| Efficient Classification of Very Large Images with Tiny Objects | Jun 4, 2021 | ClassificationGPU | CodeCode Available | 1 | 5 |
| A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking | Oct 14, 2022 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| MVAR: Visual Autoregressive Modeling with Scale and Spatial Markovian Conditioning | May 19, 2025 | GPU | CodeCode Available | 1 | 5 |
| Nature-Inspired Population-Based Evolution of Large Language Models | Mar 3, 2025 | GPUZero-shot Generalization | CodeCode Available | 1 | 5 |
| ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization | Nov 22, 2023 | GPULanguage Modelling | 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 |
| Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph | Dec 11, 2021 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
