| Evaluating Quantized Large Language Models for Code Generation on Low-Resource Language Benchmarks | Oct 18, 2024 | Code GenerationGPU | CodeCode Available | 0 |
| xPerT: Extended Persistence Transformer | Oct 18, 2024 | GPU | CodeCode Available | 1 |
| Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing Flows | Oct 18, 2024 | DeblurringGPU | CodeCode Available | 0 |
| syren-new: Precise formulae for the linear and nonlinear matter power spectra with massive neutrinos and dynamical dark energy | Oct 18, 2024 | CPUGPU | CodeCode Available | 1 |
| Takin-ADA: Emotion Controllable Audio-Driven Animation with Canonical and Landmark Loss Optimization | Oct 18, 2024 | GPUPortrait Animation | —Unverified | 0 |
| Harnessing Your DRAM and SSD for Sustainable and Accessible LLM Inference with Mixed-Precision and Multi-level Caching | Oct 17, 2024 | GPUQuantization | —Unverified | 0 |
| D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution Refinement | Oct 17, 2024 | GPUReal-Time Object Detection | CodeCode Available | 7 |
| MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes | Oct 17, 2024 | AttributeGPU | —Unverified | 0 |
| FDF: Flexible Decoupled Framework for Time Series Forecasting with Conditional Denoising and Polynomial Modeling | Oct 17, 2024 | Decision MakingDenoising | CodeCode Available | 0 |
| Shavette: Low Power Neural Network Acceleration via Algorithm-level Error Detection and Undervolting | Oct 17, 2024 | GPU | CodeCode Available | 0 |
| EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything | Oct 17, 2024 | DiagnosticGPU | CodeCode Available | 1 |
| RapidDock: Unlocking Proteome-scale Molecular Docking | Oct 16, 2024 | Drug DiscoveryGPU | —Unverified | 0 |
| CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment | Oct 16, 2024 | CPUGPU | —Unverified | 0 |
| FlashAudio: Rectified Flows for Fast and High-Fidelity Text-to-Audio Generation | Oct 16, 2024 | Audio GenerationGPU | CodeCode Available | 5 |
| Learning Representations for Reasoning: Generalizing Across Diverse Structures | Oct 16, 2024 | GPUKnowledge Graphs | —Unverified | 0 |
| Optimization and Application of Cloud-based Deep Learning Architecture for Multi-Source Data Prediction | Oct 16, 2024 | Deep LearningDistributed Computing | —Unverified | 0 |
| Long-LRM: Long-sequence Large Reconstruction Model for Wide-coverage Gaussian Splats | Oct 16, 2024 | GPU | —Unverified | 0 |
| nvTorchCam: An Open-source Library for Camera-Agnostic Differentiable Geometric Vision | Oct 15, 2024 | Deep LearningGPU | CodeCode Available | 2 |
| GS^3: Efficient Relighting with Triple Gaussian Splatting | Oct 15, 2024 | GPU | CodeCode Available | 2 |
| LR-SQL: A Supervised Fine-Tuning Method for Text2SQL Tasks under Low-Resource Scenarios | Oct 15, 2024 | GPU | CodeCode Available | 0 |
| Liger Kernel: Efficient Triton Kernels for LLM Training | Oct 14, 2024 | ChunkingGPU | CodeCode Available | 9 |
| DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads | Oct 14, 2024 | GPUQuantization | CodeCode Available | 4 |
| ET-Former: Efficient Triplane Deformable Attention for 3D Semantic Scene Completion From Monocular Camera | Oct 14, 2024 | 3D Semantic Scene CompletionDecision Making | —Unverified | 0 |
| Exploiting Local Features and Range Images for Small Data Real-Time Point Cloud Semantic Segmentation | Oct 14, 2024 | Autonomous DrivingGPU | CodeCode Available | 0 |
| KBLaM: Knowledge Base augmented Language Model | Oct 14, 2024 | 8kGPU | CodeCode Available | 5 |
| Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models | Oct 14, 2024 | DiversityGPU | CodeCode Available | 0 |
| MuseTalk: Real-Time High-Fidelity Video Dubbing via Spatio-Temporal Sampling | Oct 14, 2024 | Audio-Visual SynchronizationGPU | CodeCode Available | 9 |
| Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models | Oct 14, 2024 | GPUImage Generation | —Unverified | 0 |
| SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers | Oct 14, 2024 | DecoderGPU | CodeCode Available | 9 |
| PromptGCN: Bridging Subgraph Gaps in Lightweight GCNs | Oct 14, 2024 | GPURecommendation Systems | —Unverified | 0 |
| MoIN: Mixture of Introvert Experts to Upcycle an LLM | Oct 13, 2024 | GPULanguage Modeling | —Unverified | 0 |
| CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation | Oct 12, 2024 | Conditional Image GenerationGPU | CodeCode Available | 3 |
| ActNAS : Generating Efficient YOLO Models using Activation NAS | Oct 11, 2024 | CPUGPU | —Unverified | 0 |
| Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models | Oct 11, 2024 | CPUGPU | CodeCode Available | 0 |
| Parallel Watershed Partitioning: GPU-Based Hierarchical Image Segmentation | Oct 11, 2024 | GPUImage Segmentation | —Unverified | 0 |
| VIBES -- Vision Backbone Efficient Selection | Oct 11, 2024 | GPU | —Unverified | 0 |
| SPA: 3D Spatial-Awareness Enables Effective Embodied Representation | Oct 10, 2024 | GPUNeural Rendering | CodeCode Available | 1 |
| HM-DF SNN: Transcending Conventional Online Learning with Advanced Training and Deployment | Oct 10, 2024 | GPU | —Unverified | 0 |
| Neural Reasoning Networks: Efficient Interpretable Neural Networks With Automatic Textual Explanations | Oct 10, 2024 | FairnessFeature Importance | CodeCode Available | 1 |
| CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features | Oct 10, 2024 | Cross-Modal RetrievalGPU | —Unverified | 0 |
| QuAILoRA: Quantization-Aware Initialization for LoRA | Oct 9, 2024 | Causal Language ModelingGPU | —Unverified | 0 |
| TinyClick: Single-Turn Agent for Empowering GUI Automation | Oct 9, 2024 | Data AugmentationGPU | —Unverified | 0 |
| MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts | Oct 9, 2024 | GPUMixture-of-Experts | CodeCode Available | 4 |
| Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models | Oct 9, 2024 | GPU | —Unverified | 0 |
| TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training | Oct 9, 2024 | GPU | CodeCode Available | 9 |
| Do better language models have crisper vision? | Oct 9, 2024 | DecoderGPU | —Unverified | 0 |
| Automated Quality Control System for Canned Tuna Production using Artificial Vision | Oct 8, 2024 | GPUOptical Character Recognition (OCR) | —Unverified | 0 |
| PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches | Oct 8, 2024 | GPUGSM8K | —Unverified | 0 |
| Pyramidal Flow Matching for Efficient Video Generative Modeling | Oct 8, 2024 | GPUText-to-Video Generation | CodeCode Available | 7 |
| ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler | Oct 8, 2024 | GPUVideo Generation | —Unverified | 0 |