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| Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior | Jan 31, 2025 | GPU | CodeCode Available | 1 |
| Scaling Policy Gradient Quality-Diversity with Massive Parallelization via Behavioral Variations | Jan 30, 2025 | DiversityEvolutionary Algorithms | —Unverified | 0 |
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| CrowdSplat: Exploring Gaussian Splatting For Crowd Rendering | Jan 29, 2025 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Assessing the Capability of YOLO- and Transformer-based Object Detectors for Real-time Weed Detection | Jan 29, 2025 | GPU | —Unverified | 0 |
| One Head Eight Arms: Block Matrix based Low Rank Adaptation for CLIP-based Few-Shot Learning | Jan 28, 2025 | Few-Shot LearningGPU | —Unverified | 0 |
| Return of the Encoder: Maximizing Parameter Efficiency for SLMs | Jan 27, 2025 | Computational EfficiencyCPU | CodeCode Available | 1 |
| Static Batching of Irregular Workloads on GPUs: Framework and Application to Efficient MoE Model Inference | Jan 27, 2025 | GPUMixture-of-Experts | —Unverified | 0 |
| PISCO: Pretty Simple Compression for Retrieval-Augmented Generation | Jan 27, 2025 | GPUKnowledge Distillation | —Unverified | 0 |
| EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning | Jan 25, 2025 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 7 |
| Towards Scalable Topological Regularizers | Jan 24, 2025 | Domain AdaptationGPU | —Unverified | 0 |
| An Efficient Sparse Kernel Generator for O(3)-Equivariant Deep Networks | Jan 23, 2025 | GPU | CodeCode Available | 2 |
| 3DGS^2: Near Second-order Converging 3D Gaussian Splatting | Jan 22, 2025 | 3DGS3D Reconstruction | —Unverified | 0 |
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| Learning Versatile Optimizers on a Compute Diet | Jan 22, 2025 | GPU | CodeCode Available | 0 |
| 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 |
| Pushing the Limits of BFP on Narrow Precision LLM Inference | Jan 21, 2025 | GPU | —Unverified | 0 |
| EvoGP: A GPU-accelerated Framework for Tree-based Genetic Programming | Jan 21, 2025 | Feature EngineeringGPU | CodeCode Available | 7 |
| TOFFE -- Temporally-binned Object Flow from Events for High-speed and Energy-Efficient Object Detection and Tracking | Jan 21, 2025 | Autonomous NavigationGPU | —Unverified | 0 |
| Recurrent Diffusion for Large-Scale Parameter Generation | Jan 20, 2025 | GPU | CodeCode Available | 2 |
| How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? | Jan 20, 2025 | Computed Tomography (CT)GPU | CodeCode Available | 3 |
| MOFA: Discovering Materials for Carbon Capture with a GenAI- and Simulation-Based Workflow | Jan 18, 2025 | CPUGPU | —Unverified | 0 |