| Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback | May 30, 2024 | GPUKnowledge Graphs | —Unverified | 0 |
| S3D: A Simple and Cost-Effective Self-Speculative Decoding Scheme for Low-Memory GPUs | May 30, 2024 | GPUQuantization | —Unverified | 0 |
| MoNDE: Mixture of Near-Data Experts for Large-Scale Sparse Models | May 29, 2024 | DecoderGPU | —Unverified | 0 |
| STAT: Shrinking Transformers After Training | May 29, 2024 | DecoderGPU | —Unverified | 0 |
| Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification | May 29, 2024 | Contrastive LearningDenoising | —Unverified | 0 |
| Cycle-YOLO: A Efficient and Robust Framework for Pavement Damage Detection | May 28, 2024 | GPU | —Unverified | 0 |
| Pipette: Automatic Fine-grained Large Language Model Training Configurator for Real-World Clusters | May 28, 2024 | GPULanguage Modeling | CodeCode Available | 0 |
| Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model | May 28, 2024 | GPUMamba | —Unverified | 0 |
| Exploiting the Layered Intrinsic Dimensionality of Deep Models for Practical Adversarial Training | May 27, 2024 | DecoderGPU | —Unverified | 0 |
| TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation Models | May 27, 2024 | Backdoor AttackGPU | CodeCode Available | 0 |
| CudaSIFT-SLAM: multiple-map visual SLAM for full procedure mapping in real human endoscopy | May 27, 2024 | GPUSimultaneous Localization and Mapping | —Unverified | 0 |
| Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings | May 27, 2024 | Domain AdaptationGPU | —Unverified | 0 |
| SWAT: Scalable and Efficient Window Attention-based Transformers Acceleration on FPGAs | May 27, 2024 | GPU | —Unverified | 0 |
| The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol | May 26, 2024 | GPUNeural Architecture Search | —Unverified | 0 |
| GPU Based Differential Evolution: New Insights and Comparative Study | May 26, 2024 | GPU | —Unverified | 0 |
| Apply Distributed CNN on Genomics to accelerate Transcription-Factor TAL1 Motif Prediction | May 25, 2024 | Deep LearningGPU | —Unverified | 0 |
| LUCIE: A Lightweight Uncoupled ClImate Emulator with long-term stability and physical consistency for O(1000)-member ensembles | May 25, 2024 | GPU | CodeCode Available | 0 |
| HETHUB: A Distributed Training System with Heterogeneous Cluster for Large-Scale Models | May 25, 2024 | GPU | —Unverified | 0 |
| A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning | May 25, 2024 | GPUregression | —Unverified | 0 |
| Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity | May 24, 2024 | GPU | —Unverified | 0 |
| ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning | May 24, 2024 | GPURepresentation Learning | —Unverified | 0 |
| CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization | May 23, 2024 | Code GenerationGPU | CodeCode Available | 0 |
| MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | May 23, 2024 | Action RecognitionAction Segmentation | —Unverified | 0 |
| Tele-Aloha: A Low-budget and High-authenticity Telepresence System Using Sparse RGB Cameras | May 23, 2024 | 2kGPU | —Unverified | 0 |
| LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models | May 23, 2024 | Computational EfficiencyDecoder | —Unverified | 0 |