| Ultra-Long Sequence Distributed Transformer | Nov 4, 2023 | GPU | —Unverified | 0 |
| Augmentation is AUtO-Net: Augmentation-Driven Contrastive Multiview Learning for Medical Image Segmentation | Nov 2, 2023 | GPUImage Segmentation | —Unverified | 0 |
| Performance Optimization of Deep Learning Sparse Matrix Kernels on Intel Max Series GPU | Nov 1, 2023 | GPU | —Unverified | 0 |
| Zero Coordinate Shift: Whetted Automatic Differentiation for Physics-informed Operator Learning | Nov 1, 2023 | GPUOperator learning | CodeCode Available | 0 |
| A Two-Step Framework for Multi-Material Decomposition of Dual Energy Computed Tomography from Projection Domain | Oct 31, 2023 | BenchmarkingDiagnostic | —Unverified | 0 |
| LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B | Oct 31, 2023 | GPURed Teaming | —Unverified | 0 |
| In Search of Lost Online Test-time Adaptation: A Survey | Oct 31, 2023 | BenchmarkingGPU | CodeCode Available | 1 |
| StairNet: Visual Recognition of Stairs for Human-Robot Locomotion | Oct 31, 2023 | CPUDeep Learning | —Unverified | 0 |
| Network Contention-Aware Cluster Scheduling with Reinforcement Learning | Oct 31, 2023 | GPUreinforcement-learning | CodeCode Available | 1 |
| DiffusionVID: Denoising Object Boxes with Spatio-temporal Conditioning for Video Object Detection | Oct 30, 2023 | DenoisingGPU | CodeCode Available | 1 |
| Learning to love diligent trolls: Accounting for rater effects in the dialogue safety task | Oct 30, 2023 | Automated Essay ScoringChatbot | CodeCode Available | 0 |
| FetusMapV2: Enhanced Fetal Pose Estimation in 3D Ultrasound | Oct 30, 2023 | GPUPose Estimation | —Unverified | 0 |
| Prediction of Effective Elastic Moduli of Rocks using Graph Neural Networks | Oct 30, 2023 | GPU | CodeCode Available | 1 |
| PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices | Oct 30, 2023 | Bayesian OptimizationCPU | —Unverified | 0 |
| Bespoke Solvers for Generative Flow Models | Oct 29, 2023 | GPU | —Unverified | 0 |
| SiDA-MoE: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models | Oct 29, 2023 | GPUMixture-of-Experts | CodeCode Available | 1 |
| Atom: Low-bit Quantization for Efficient and Accurate LLM Serving | Oct 29, 2023 | GPUQuantization | CodeCode Available | 2 |
| The Synergy of Speculative Decoding and Batching in Serving Large Language Models | Oct 28, 2023 | GPUText Generation | —Unverified | 0 |
| Punica: Multi-Tenant LoRA Serving | Oct 28, 2023 | GPU | CodeCode Available | 3 |
| OpenDMC: An Open-Source Library and Performance Evaluation for Deep-learning-based Multi-frame Compression | Oct 27, 2023 | BenchmarkingGPU | CodeCode Available | 0 |
| FP8-LM: Training FP8 Large Language Models | Oct 27, 2023 | GPU | CodeCode Available | 2 |
| LLMSTEP: LLM proofstep suggestions in Lean | Oct 27, 2023 | CPUGPU | CodeCode Available | 1 |
| Real-Time Neural Materials using Block-Compressed Features | Oct 26, 2023 | DecoderGPU | —Unverified | 0 |
| PockEngine: Sparse and Efficient Fine-tuning in a Pocket | Oct 26, 2023 | CPUGPU | —Unverified | 0 |
| TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs | Oct 25, 2023 | Autonomous DrivingGPU | CodeCode Available | 3 |