| GANQ: GPU-Adaptive Non-Uniform Quantization for Large Language Models | Jan 22, 2025 | GPUQuantization | CodeCode Available | 0 |
| HEPPO: Hardware-Efficient Proximal Policy Optimization -- A Universal Pipelined Architecture for Generalized Advantage Estimation | Jan 22, 2025 | CPUGPU | —Unverified | 0 |
| Learning Versatile Optimizers on a Compute Diet | Jan 22, 2025 | GPU | CodeCode Available | 0 |
| Irrational Complex Rotations Empower Low-bit Optimizers | Jan 22, 2025 | GPUQuantization | —Unverified | 0 |
| TOFFE -- Temporally-binned Object Flow from Events for High-speed and Energy-Efficient Object Detection and Tracking | Jan 21, 2025 | Autonomous NavigationGPU | —Unverified | 0 |
| Pushing the Limits of BFP on Narrow Precision LLM Inference | Jan 21, 2025 | GPU | —Unverified | 0 |
| Revisiting Ensemble Methods for Stock Trading and Crypto Trading Tasks at ACM ICAIF FinRL Contest 2023-2024 | Jan 18, 2025 | Computational EfficiencyDecision Making | —Unverified | 0 |
| MOFA: Discovering Materials for Carbon Capture with a GenAI- and Simulation-Based Workflow | Jan 18, 2025 | CPUGPU | —Unverified | 0 |
| No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling | Jan 18, 2025 | CPUGPU | —Unverified | 0 |
| FSMoE: A Flexible and Scalable Training System for Sparse Mixture-of-Experts Models | Jan 18, 2025 | GPUMixture-of-Experts | —Unverified | 0 |
| Good things come in small packages: Should we build AI clusters with Lite-GPUs? | Jan 17, 2025 | GPUManagement | —Unverified | 0 |
| FASP: Fast and Accurate Structured Pruning of Large Language Models | Jan 16, 2025 | GPUModel Compression | —Unverified | 0 |
| PixelBrax: Learning Continuous Control from Pixels End-to-End on the GPU | Jan 16, 2025 | Benchmarkingcontinuous-control | CodeCode Available | 0 |
| The Streaming Batch Model for Efficient and Fault-Tolerant Heterogeneous Execution | Jan 16, 2025 | CPUGPU | —Unverified | 0 |
| Towards Lightweight and Stable Zero-shot TTS with Self-distilled Representation Disentanglement | Jan 15, 2025 | Computational EfficiencyCPU | —Unverified | 0 |
| Resource-Constrained Federated Continual Learning: What Does Matter? | Jan 15, 2025 | Continual LearningGPU | —Unverified | 0 |
| GS-LIVO: Real-Time LiDAR, Inertial, and Visual Multi-sensor Fused Odometry with Gaussian Mapping | Jan 15, 2025 | GPUSensor Fusion | —Unverified | 0 |
| Hierarchical Autoscaling for Large Language Model Serving with Chiron | Jan 14, 2025 | GPULanguage Modeling | —Unverified | 0 |
| Physics-Informed Latent Neural Operator for Real-time Predictions of Complex Physical Systems | Jan 14, 2025 | GPUOperator learning | —Unverified | 0 |
| Towards Lightweight Time Series Forecasting: a Patch-wise Transformer with Weak Data Enriching | Jan 14, 2025 | GPUTime Series | —Unverified | 0 |
| Keras Sig: Efficient Path Signature Computation on GPU in Keras 3 | Jan 14, 2025 | BenchmarkingC++ code | —Unverified | 0 |
| Ultra Memory-Efficient On-FPGA Training of Transformers via Tensor-Compressed Optimization | Jan 11, 2025 | Domain AdaptationGPU | —Unverified | 0 |
| EXION: Exploiting Inter- and Intra-Iteration Output Sparsity for Diffusion Models | Jan 10, 2025 | GPU | —Unverified | 0 |
| Benchmarking Rotary Position Embeddings for Automatic Speech Recognition | Jan 10, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Towards Early Prediction of Self-Supervised Speech Model Performance | Jan 10, 2025 | GPUSelf-Supervised Learning | —Unverified | 0 |