| Deep Architectures for Neural Machine Translation | Jul 24, 2017 | DecoderGPU | CodeCode Available | 1 | 5 |
| Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization | Apr 15, 2019 | Fine-Grained Visual RecognitionGeneral Classification | CodeCode Available | 1 | 5 |
| CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU | Apr 13, 2022 | Click-Through Rate PredictionGPU | CodeCode Available | 1 | 5 |
| Dynamic Structure Pruning for Compressing CNNs | Mar 17, 2023 | GPU | CodeCode Available | 1 | 5 |
| A GPU-accelerated Large-scale Simulator for Transportation System Optimization Benchmarking | Jun 15, 2024 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing | Sep 22, 2022 | GPUHyperspectral Unmixing | CodeCode Available | 1 | 5 |
| COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing | Jun 13, 2024 | DenoisingGPU | CodeCode Available | 1 | 5 |
| EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search | Feb 16, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs | Jan 6, 2020 | GPU | CodeCode Available | 1 | 5 |
| EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion | Mar 23, 2020 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| Accelerating Large Scale Real-Time GNN Inference using Channel Pruning | May 10, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation | Jun 14, 2017 | GPUScene Understanding | CodeCode Available | 1 | 5 |
| A Streaming Approach For Efficient Batched Beam Search | Oct 5, 2020 | GPUMachine Translation | CodeCode Available | 1 | 5 |
| Counterfactual Generative Networks | Jan 15, 2021 | Classificationcounterfactual | CodeCode Available | 1 | 5 |
| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes | Jan 15, 2021 | All-day Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 | 5 |
| AE-OT: A NEW GENERATIVE MODEL BASED ON EXTENDED SEMI-DISCRETE OPTIMAL TRANSPORT | May 1, 2020 | DecoderGPU | CodeCode Available | 1 | 5 |
| LIPT: Latency-aware Image Processing Transformer | Apr 9, 2024 | DenoisingGPU | CodeCode Available | 1 | 5 |
| ETAD: Training Action Detection End to End on a Laptop | May 14, 2022 | Action DetectionGPU | CodeCode Available | 1 | 5 |
| Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration | Dec 24, 2020 | DenoisingGPU | CodeCode Available | 1 | 5 |
| Dynamic Low-Rank Sparse Adaptation for Large Language Models | Feb 20, 2025 | CPUGPU | CodeCode Available | 1 | 5 |
| Evaluation and Optimization of Gradient Compression for Distributed Deep Learning | Jun 15, 2023 | Deep LearningGPU | CodeCode Available | 1 | 5 |
| Dynamic Mesh-Aware Radiance Fields | Sep 8, 2023 | GPUNeRF | CodeCode Available | 1 | 5 |
| Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes | Feb 8, 2024 | GPU | 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 |
