| Dataset Distillation with Neural Characteristic Function: A Minmax Perspective | Jan 1, 2025 | Computational EfficiencyDataset Distillation | CodeCode Available | 3 |
| Higher-Order Ratio Cycles for Fast and Globally Optimal Shape Matching | Jan 1, 2025 | GPUImage Segmentation | CodeCode Available | 0 |
| ICP: Immediate Compensation Pruning for Mid-to-high Sparsity | Jan 1, 2025 | GPU | —Unverified | 0 |
| Minimal Interaction Seperated Tuning: A New Paradigm for Visual Adaptation | Jan 1, 2025 | CPUGPU | —Unverified | 0 |
| IGC: Integrating a Gated Calculator into an LLM to Solve Arithmetic Tasks Reliably and Efficiently | Jan 1, 2025 | GPU | —Unverified | 0 |
| AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs | Jan 1, 2025 | AttributeComputational Efficiency | CodeCode Available | 0 |
| Adjoint sharding for very long context training of state space models | Jan 1, 2025 | GPULarge Language Model | —Unverified | 0 |
| Towards Sustainable Large Language Model Serving | Dec 31, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Lightweight G-YOLOv11: Advancing Efficient Fracture Detection in Pediatric Wrist X-rays | Dec 31, 2024 | Fracture detectionGPU | CodeCode Available | 1 |
| Debunking the CUDA Myth Towards GPU-based AI Systems | Dec 31, 2024 | GPU | —Unverified | 0 |
| LTX-Video: Realtime Video Latent Diffusion | Dec 30, 2024 | DenoisingGPU | CodeCode Available | 9 |
| FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs | Dec 30, 2024 | GPUGraph Neural Network | —Unverified | 0 |
| Efficient Multi-Task Inferencing with a Shared Backbone and Lightweight Task-Specific Adapters for Automatic Scoring | Dec 30, 2024 | FairnessGPU | —Unverified | 0 |
| TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization | Dec 30, 2024 | Audio GenerationGPU | CodeCode Available | 4 |
| FPGA-based Acceleration of Neural Network for Image Classification using Vitis AI | Dec 30, 2024 | 3D ReconstructionCPU | —Unverified | 0 |
| IMSSA: Deploying modern state-space models on memristive in-memory compute hardware | Dec 28, 2024 | GPUQuantization | —Unverified | 0 |
| MambaVO: Deep Visual Odometry Based on Sequential Matching Refinement and Training Smoothing | Dec 28, 2024 | GPUMamba | —Unverified | 0 |
| Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours | Dec 28, 2024 | BenchmarkingGPU | —Unverified | 0 |
| Pushing the Envelope of Low-Bit LLM via Dynamic Error Compensation | Dec 28, 2024 | CPUGPU | —Unverified | 0 |
| LoL-PIM: Long-Context LLM Decoding with Scalable DRAM-PIM System | Dec 28, 2024 | GPUManagement | —Unverified | 0 |
| Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms | Dec 27, 2024 | CPUGPU | —Unverified | 0 |
| Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes | Dec 27, 2024 | Gaussian ProcessesGPU | —Unverified | 0 |
| Paleoinspired Vision: From Exploring Colour Vision Evolution to Inspiring Camera Design | Dec 27, 2024 | GPU | —Unverified | 0 |
| RAIN: Real-time Animation of Infinite Video Stream | Dec 27, 2024 | DenoisingGPU | —Unverified | 0 |
| MBQ: Modality-Balanced Quantization for Large Vision-Language Models | Dec 27, 2024 | GPUQuantization | CodeCode Available | 2 |
