| LLMThinkBench: Towards Basic Math Reasoning and Overthinking in Large Language Models | Jul 5, 2025 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| CoSense3D: an Agent-based Efficient Learning Framework for Collective Perception | Apr 29, 2024 | Data VisualizationDecision Making | CodeCode Available | 1 | 5 |
| Easy and Efficient Transformer : Scalable Inference Solution For large NLP model | Apr 26, 2021 | DecoderGPU | 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 |
| LMLT: Low-to-high Multi-Level Vision Transformer for Image Super-Resolution | Sep 5, 2024 | GPUImage Super-Resolution | CodeCode Available | 1 | 5 |
| Long Movie Clip Classification with State-Space Video Models | Apr 4, 2022 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network | Jun 13, 2022 | DecoderGPU | CodeCode Available | 1 | 5 |
| FastDOG: Fast Discrete Optimization on GPU | Nov 19, 2021 | Cell TrackingGPU | CodeCode Available | 1 | 5 |
| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks | Jun 4, 2015 | 2D Object DetectionGPU | CodeCode Available | 1 | 5 |
| 4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters | Nov 15, 2023 | 4k8k | CodeCode Available | 1 | 5 |
| FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation | Mar 8, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction | Dec 1, 2021 | GPUSurface Reconstruction | CodeCode Available | 1 | 5 |
| FastFormers: Highly Efficient Transformer Models for Natural Language Understanding | Oct 26, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
| Dynamic Structure Pruning for Compressing CNNs | Mar 17, 2023 | GPU | CodeCode Available | 1 | 5 |
| Fast Graph Representation Learning with PyTorch Geometric | Mar 6, 2019 | GPUGraph Classification | CodeCode Available | 1 | 5 |
| Fast Light-Field Disparity Estimation With Multi-Disparity-Scale Cost Aggregation | Jan 1, 2021 | Disparity EstimationGPU | CodeCode Available | 1 | 5 |
| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Dynamic Pooling Improves Nanopore Base Calling Accuracy | May 16, 2021 | GPU | CodeCode Available | 1 | 5 |
| LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization | Mar 2, 2024 | GPUQuantization | CodeCode Available | 1 | 5 |
| Fast Neural Representations for Direct Volume Rendering | Dec 2, 2021 | GPUSuper-Resolution | CodeCode Available | 1 | 5 |
| μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications | Jul 23, 2022 | Entity AlignmentEntity Typing | CodeCode Available | 1 | 5 |
| Dynamic Mesh-Aware Radiance Fields | Sep 8, 2023 | GPUNeRF | CodeCode Available | 1 | 5 |
| Dynamic Low-Rank Sparse Adaptation for Large Language Models | Feb 20, 2025 | CPUGPU | CodeCode Available | 1 | 5 |
| Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms | May 8, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
