| E^2-LLM: Efficient and Extreme Length Extension of Large Language Models | Jan 13, 2024 | 4kGPU | —Unverified | 0 |
| Efficient Parallel Algorithms for Inpainting-Based Representations of 4K Images -- Part I: Homogeneous Diffusion Inpainting | Jan 12, 2024 | 4kGPU | —Unverified | 0 |
| Efficient Parallel Data Optimization for Homogeneous Diffusion Inpainting of 4K Images | Jan 12, 2024 | 4kGPU | —Unverified | 0 |
| MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring | Jan 11, 2024 | Data CompressionGPU | —Unverified | 0 |
| PANDORA: A Parallel Dendrogram Construction Algorithm for Single Linkage Clustering on GPU | Jan 11, 2024 | ClusteringGPU | —Unverified | 0 |
| Towards Safe Load Balancing based on Control Barrier Functions and Deep Reinforcement Learning | Jan 10, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems | Jan 9, 2024 | GPUMeta-Learning | —Unverified | 0 |
| A foundation for exact binarized morphological neural networks | Jan 8, 2024 | BinarizationGPU | CodeCode Available | 0 |
| FFSplit: Split Feed-Forward Network For Optimizing Accuracy-Efficiency Trade-off in Language Model Inference | Jan 8, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Efficient Multiscale Multimodal Bottleneck Transformer for Audio-Video Classification | Jan 8, 2024 | GPURepresentation Learning | —Unverified | 0 |
| IntervalMDP.jl: Accelerated Value Iteration for Interval Markov Decision Processes | Jan 8, 2024 | CPUGPU | CodeCode Available | 0 |
| FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs | Jan 8, 2024 | Computational EfficiencyGPU | —Unverified | 0 |
| LLaMA Beyond English: An Empirical Study on Language Capability Transfer | Jan 2, 2024 | GPUInformativeness | —Unverified | 0 |
| LTM: Lightweight Textured Mesh Extraction and Refinement of Large Unbounded Scenes for Efficient Storage and Real-time Rendering | Jan 1, 2024 | GPUNeRF | —Unverified | 0 |
| LAMP: Learn A Motion Pattern for Few-Shot Video Generation | Jan 1, 2024 | GPUImage Animation | —Unverified | 0 |
| Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing | Jan 1, 2024 | AllDenoising | —Unverified | 0 |
| Learning to Select Views for Efficient Multi-View Understanding | Jan 1, 2024 | CPUGPU | —Unverified | 0 |
| Slice3D: Multi-Slice Occlusion-Revealing Single View 3D Reconstruction | Jan 1, 2024 | 3D ReconstructionDenoising | —Unverified | 0 |
| Scaling Laws for Data Filtering-- Data Curation cannot be Compute Agnostic | Jan 1, 2024 | GPU | —Unverified | 0 |
| Time- Memory- and Parameter-Efficient Visual Adaptation | Jan 1, 2024 | GPUVideo Classification | —Unverified | 0 |
| Discovery of Small Ultra-short-period Planets Orbiting KG Dwarfs in Kepler Survey Using GPU Phase Folding and Deep Learning Detection System | Dec 28, 2023 | GPU | —Unverified | 0 |
| FALCON: Feature-Label Constrained Graph Net Collapse for Memory Efficient GNNs | Dec 27, 2023 | BenchmarkingGPU | CodeCode Available | 0 |
| Masked Contrastive Reconstruction for Cross-modal Medical Image-Report Retrieval | Dec 26, 2023 | Contrastive LearningCross-Modal Retrieval | —Unverified | 0 |
| Proximal Gradient Descent Unfolding Dense-spatial Spectral-attention Transformer for Compressive Spectral Imaging | Dec 25, 2023 | GPU | —Unverified | 0 |
| A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks | Dec 25, 2023 | GPUparameter-efficient fine-tuning | CodeCode Available | 0 |