| 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 |
