| SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory Systems | May 7, 2024 | CPUGPU | CodeCode Available | 0 |
| Neural Graphics Texture Compression Supporting Random Access | May 6, 2024 | GPUImage Compression | —Unverified | 0 |
| QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation | May 6, 2024 | GPU | —Unverified | 0 |
| Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs | May 5, 2024 | GPULanguage Modelling | —Unverified | 0 |
| UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification | May 4, 2024 | Extreme Multi-Label ClassificationGPU | —Unverified | 0 |
| Fast Algorithms for Spiking Neural Network Simulation with FPGAs | May 3, 2024 | GPUHigh-Level Synthesis | CodeCode Available | 0 |
| Structural Pruning of Pre-trained Language Models via Neural Architecture Search | May 3, 2024 | GPUNatural Language Understanding | CodeCode Available | 0 |
| SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training | May 3, 2024 | Contrastive LearningGPU | CodeCode Available | 0 |
| MTDT: A Multi-Task Deep Learning Digital Twin | May 2, 2024 | Deep LearningGPU | —Unverified | 0 |
| Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers | May 2, 2024 | GPUSelf-Supervised Learning | —Unverified | 0 |
| Deep Learning Models in Speech Recognition: Measuring GPU Energy Consumption, Impact of Noise and Model Quantization for Edge Deployment | May 2, 2024 | GPUNVIDIA Jetson Orin Nano | CodeCode Available | 0 |
| Addressing Diverging Training Costs using BEVRestore for High-resolution Bird's Eye View Map Construction | May 2, 2024 | Collision AvoidanceGPU | —Unverified | 0 |
| Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge | May 1, 2024 | GPU | CodeCode Available | 0 |
| A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges | May 1, 2024 | GPU | —Unverified | 0 |
| Streamlining Image Editing with Layered Diffusion Brushes | May 1, 2024 | AttributeDenoising | —Unverified | 0 |
| Extending Llama-3's Context Ten-Fold Overnight | Apr 30, 2024 | 8kGPU | —Unverified | 0 |
| Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph Embeddings | Apr 30, 2024 | GPUGraph Embedding | —Unverified | 0 |
| GS-LRM: Large Reconstruction Model for 3D Gaussian Splatting | Apr 30, 2024 | 3D GenerationGPU | —Unverified | 0 |
| Multi-Page Document Visual Question Answering using Self-Attention Scoring Mechanism | Apr 29, 2024 | document understandingGPU | CodeCode Available | 0 |
| Deep Learning for Low-Latency, Quantum-Ready RF Sensing | Apr 27, 2024 | CPUDeep Learning | —Unverified | 0 |
| Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection | Apr 26, 2024 | Classify murmursGPU | —Unverified | 0 |
| Child Speech Recognition in Human-Robot Interaction: Problem Solved? | Apr 26, 2024 | GPUspeech-recognition | —Unverified | 0 |
| NeRF-XL: Scaling NeRFs with Multiple GPUs | Apr 24, 2024 | GPUNeRF | —Unverified | 0 |
| BASS: Batched Attention-optimized Speculative Sampling | Apr 24, 2024 | GPUHumanEval | —Unverified | 0 |
| GPU-RANC: A CUDA Accelerated Simulation Framework for Neuromorphic Architectures | Apr 24, 2024 | GPU | —Unverified | 0 |
| CORM: Cache Optimization with Recent Message for Large Language Model Inference | Apr 24, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments | Apr 22, 2024 | CPUFederated Learning | —Unverified | 0 |
| CNN-Based Equalization for Communications: Achieving Gigabit Throughput with a Flexible FPGA Hardware Architecture | Apr 22, 2024 | GPUQuantization | —Unverified | 0 |
| Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation | Apr 22, 2024 | Collaborative FilteringGPU | CodeCode Available | 0 |
| GaussianTalker: Speaker-specific Talking Head Synthesis via 3D Gaussian Splatting | Apr 22, 2024 | GPUMotion Generation | —Unverified | 0 |
| Accelerating Image Generation with Sub-path Linear Approximation Model | Apr 22, 2024 | DenoisingGPU | —Unverified | 0 |
| STROOBnet Optimization via GPU-Accelerated Proximal Recurrence Strategies | Apr 22, 2024 | GPU | —Unverified | 0 |
| Scalable Data Assimilation with Message Passing | Apr 19, 2024 | Bayesian InferenceGPU | CodeCode Available | 0 |
| Towards Universal Performance Modeling for Machine Learning Training on Multi-GPU Platforms | Apr 19, 2024 | GPU | —Unverified | 0 |
| On-board classification of underwater images using hybrid classical-quantum CNN based method | Apr 19, 2024 | Autonomous VehiclesGPU | —Unverified | 0 |
| Warped Time Series Anomaly Detection | Apr 18, 2024 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 |
| RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation | Apr 18, 2024 | GPURAG | —Unverified | 0 |
| FastFace: Fast-converging Scheduler for Large-scale Face Recognition Training with One GPU | Apr 17, 2024 | Face RecognitionGPU | CodeCode Available | 0 |
| Insight Gained from Migrating a Machine Learning Model to Intelligence Processing Units | Apr 16, 2024 | GPU | —Unverified | 0 |
| SparseDM: Toward Sparse Efficient Diffusion Models | Apr 16, 2024 | GPUVideo Generation | —Unverified | 0 |
| Shears: Unstructured Sparsity with Neural Low-rank Adapter Search | Apr 16, 2024 | GPUNeural Architecture Search | —Unverified | 0 |
| Label merge-and-split: A graph-colouring approach for memory-efficient brain parcellation | Apr 16, 2024 | GPUSegmentation | —Unverified | 0 |
| Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition | Apr 15, 2024 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL | Apr 15, 2024 | GPUOffline RL | —Unverified | 0 |
| Optimal Kernel Tuning Parameter Prediction using Deep Sequence Models | Apr 15, 2024 | GPUParameter Prediction | —Unverified | 0 |
| Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model | Apr 15, 2024 | GPUImage Generation | —Unverified | 0 |
| LoopAnimate: Loopable Salient Object Animation | Apr 14, 2024 | GPUObject | —Unverified | 0 |
| Reducing the Barriers to Entry for Foundation Model Training | Apr 12, 2024 | GPU | —Unverified | 0 |
| Mitigating Challenges of the Space Environment for Onboard Artificial Intelligence: Design Overview of the Imaging Payload on SpIRIT | Apr 12, 2024 | Edge-computingGPU | —Unverified | 0 |
| Detecting AI-Generated Images via CLIP | Apr 12, 2024 | GPU | —Unverified | 0 |