| Attention as an RNN | May 22, 2024 | GPUTime Series | CodeCode Available | 1 | 5 |
| CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation | Oct 19, 2023 | 2kGPU | CodeCode Available | 1 | 5 |
| Asynchronous Methods for Deep Reinforcement Learning | Feb 4, 2016 | Atari GamesCPU | CodeCode Available | 1 | 5 |
| LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation | Jun 14, 2017 | GPUScene Understanding | CodeCode Available | 1 | 5 |
| Attention in SRAM on Tenstorrent Grayskull | Jul 18, 2024 | CPUGPU | CodeCode Available | 1 | 5 |
| LIPT: Latency-aware Image Processing Transformer | Apr 9, 2024 | DenoisingGPU | CodeCode Available | 1 | 5 |
| Accelerating Neural Architecture Search via Proxy Data | Jun 9, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows | May 30, 2021 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| EEEA-Net: An Early Exit Evolutionary Neural Architecture Search | Aug 13, 2021 | GPUImage Classification | 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 |
| Efficient Quantized Sparse Matrix Operations on Tensor Cores | Sep 14, 2022 | GPUQuantization | CodeCode Available | 1 | 5 |
| Effective Batching for Recurrent Neural Network Grammars | May 31, 2021 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Efficient Self-Supervised Adaptation for Medical Image Analysis | Mar 24, 2025 | GPUMedical Image Analysis | CodeCode Available | 1 | 5 |
| DAGER: Exact Gradient Inversion for Large Language Models | May 24, 2024 | DecoderFederated Learning | CodeCode Available | 1 | 5 |
| Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge | Jan 24, 2023 | GPUimage-classification | CodeCode Available | 1 | 5 |
| Lightweight Vision Transformer with Bidirectional Interaction | Jun 1, 2023 | GPU | CodeCode Available | 1 | 5 |
| Efficient Video Compression via Content-Adaptive Super-Resolution | Apr 6, 2021 | GPUSuper-Resolution | CodeCode Available | 1 | 5 |
| Cross-Camera Convolutional Color Constancy | Nov 24, 2020 | Color ConstancyCPU | CodeCode Available | 1 | 5 |
| DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition | Mar 8, 2022 | Dialog Act ClassificationGPU | CodeCode Available | 1 | 5 |
| Efficient Training of Audio Transformers with Patchout | Oct 11, 2021 | Acoustic Scene ClassificationAudio Classification | 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 |
| Cross-Batch Memory for Embedding Learning | Dec 14, 2019 | GPUImage Retrieval | CodeCode Available | 1 | 5 |
| Edge and Identity Preserving Network for Face Super-Resolution | Aug 27, 2020 | GPUSuper-Resolution | 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 |
| Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution | May 9, 2021 | GPUImage Super-Resolution | CodeCode Available | 1 | 5 |
| CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs | Sep 19, 2024 | GPU | CodeCode Available | 1 | 5 |
| Data-efficient LLM Fine-tuning for Code Generation | Apr 17, 2025 | Code GenerationGPU | CodeCode Available | 1 | 5 |
| Data-Efficient Multimodal Fusion on a Single GPU | Dec 15, 2023 | GPUImage Retrieval | CodeCode Available | 1 | 5 |
| Easy and Efficient Transformer : Scalable Inference Solution For large NLP model | Apr 26, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs | Nov 30, 2021 | GPUImage Generation | CodeCode Available | 1 | 5 |
| Transformer Tracking | Mar 29, 2021 | GPUObject Tracking | CodeCode Available | 1 | 5 |
| EdgeNAT: Transformer for Efficient Edge Detection | Aug 20, 2024 | Edge DetectionGPU | CodeCode Available | 1 | 5 |
| Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs | Jul 1, 2024 | GPUMixture-of-Experts | 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 |
| LLMThinkBench: Towards Basic Math Reasoning and Overthinking in Large Language Models | Jul 5, 2025 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter | Jun 7, 2024 | CPUGPU | CodeCode Available | 1 | 5 |
| CrAM: A Compression-Aware Minimizer | Jul 28, 2022 | GPUImage Classification | CodeCode Available | 1 | 5 |
| Embedding a Differentiable Mel-cepstral Synthesis Filter to a Neural Speech Synthesis System | Nov 21, 2022 | GPUSpeech Synthesis | CodeCode Available | 1 | 5 |
| Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings | Dec 18, 2024 | GPU | CodeCode Available | 1 | 5 |
| CPU- and GPU-based Distributed Sampling in Dirichlet Process Mixtures for Large-scale Analysis | Apr 19, 2022 | CPUGPU | CodeCode Available | 1 | 5 |
| A Unified Framework for Implicit Sinkhorn Differentiation | May 13, 2022 | GPU | CodeCode Available | 1 | 5 |
| MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Multi-GPU Platforms | Sep 14, 2022 | GPULayout Design | CodeCode Available | 1 | 5 |
| Dynamic Pooling Improves Nanopore Base Calling Accuracy | May 16, 2021 | GPU | CodeCode Available | 1 | 5 |
| Decentralized Training of Foundation Models in Heterogeneous Environments | Jun 2, 2022 | GPUScheduling | CodeCode Available | 1 | 5 |
| CPM-2: Large-scale Cost-effective Pre-trained Language Models | Jun 20, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| MariusGNN: Resource-Efficient Out-of-Core Training of Graph Neural Networks | Feb 4, 2022 | GPU | CodeCode Available | 1 | 5 |
| Aerial Single-View Depth Completion with Image-Guided Uncertainty Estimation | Jan 17, 2020 | Depth CompletionGPU | CodeCode Available | 1 | 5 |
| DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining | Feb 24, 2023 | AllGPU | CodeCode Available | 1 | 5 |
| Dynamic Perceiver for Efficient Visual Recognition | Jun 20, 2023 | Action RecognitionClassification | CodeCode Available | 1 | 5 |
| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 | 5 |