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Showing 1901–1950 of 5629 papers

TitleStatusHype
CAT: A Conditional Adaptation Tailor for Efficient and Effective Instance-Specific Pansharpening on Real-World Data—0
Anchors no more: Using peculiar velocities to constrain H_0 and the primordial Universe without calibratorsCode0
Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization—0
aweSOM: a CPU/GPU-accelerated Self-organizing Map and Statistically Combined Ensemble Framework for Machine-learning Clustering Analysis—0
MoE-Lens: Towards the Hardware Limit of High-Throughput MoE LLM Serving Under Resource Constraints—0
Towards On-Device Learning and Reconfigurable Hardware Implementation for Encoded Single-Photon Signal Processing—0
EO-VLM: VLM-Guided Energy Overload Attacks on Vision Models—0
Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model—0
SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting—0
Spectral Normalization for Lipschitz-Constrained Policies on Learning Humanoid Locomotion—0
Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models—0
DGOcc: Depth-aware Global Query-based Network for Monocular 3D Occupancy Prediction—0
GPT Carry-On: Training Foundation Model for Customization Could Be Simple, Scalable and Affordable—0
PoGO: A Scalable Proof of Useful Work via Quantized Gradient Descent and Merkle Proofs—0
Search-contempt: a hybrid MCTS algorithm for training AlphaZero-like engines with better computational efficiency—0
A Comparison of Deep Learning Methods for Cell Detection in Digital CytologyCode0
CRYSIM: Prediction of Symmetric Structures of Large Crystals with GPU-based Ising MachinesCode0
Nonuniform-Tensor-Parallelism: Mitigating GPU failure impact for Scaled-up LLM Training—0
Accelerating LLM Inference Throughput via Asynchronous KV Cache Prefetching—0
PRIMA.CPP: Speeding Up 70B-Scale LLM Inference on Low-Resource Everyday Home ClustersCode0
SmolVLM: Redefining small and efficient multimodal models—0
Leveraging State Space Models in Long Range Genomics—0
Stereo-LiDAR Fusion by Semi-Global Matching With Discrete Disparity-Matching Cost and SemidensificationCode0
Multimodal Cinematic Video Synthesis Using Text-to-Image and Audio Generation Models—0
SLOs-Serve: Optimized Serving of Multi-SLO LLMs—0
HeterMoE: Efficient Training of Mixture-of-Experts Models on Heterogeneous GPUs—0
Accurate GPU Memory Prediction for Deep Learning Jobs through Dynamic Analysis—0
DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC DesignCode0
MegaScale-Infer: Serving Mixture-of-Experts at Scale with Disaggregated Expert Parallelism—0
Incorporating the ChEES Criterion into Sequential Monte Carlo Samplers—0
A Truncated Newton Method for Optimal TransportCode0
Accelerating IoV Intrusion Detection: Benchmarking GPU-Accelerated vs CPU-Based ML Libraries—0
FlowR: Flowing from Sparse to Dense 3D Reconstructions—0
SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching—0
SCRec: A Scalable Computational Storage System with Statistical Sharding and Tensor-train Decomposition for Recommendation Models—0
Open-Qwen2VL: Compute-Efficient Pre-Training of Fully-Open Multimodal LLMs on Academic Resources—0
Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation—0
GPU-centric Communication Schemes for HPC and ML Applications—0
StochasticSplats: Stochastic Rasterization for Sorting-Free 3D Gaussian Splatting—0
Deep Learning Model Deployment in Multiple Cloud Providers: an Exploratory Study Using Low Computing Power Environments—0
Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables—0
Orchestrate Multimodal Data with Batch Post-Balancing to Accelerate Multimodal Large Language Model Training—0
Cocktail: Chunk-Adaptive Mixed-Precision Quantization for Long-Context LLM Inference—0
CityGS-X: A Scalable Architecture for Efficient and Geometrically Accurate Large-Scale Scene Reconstruction—0
PartialLoading: User Scheduling and Bandwidth Allocation for Parameter-sharing Edge Inference—0
Disentangled 4D Gaussian Splatting: Towards Faster and More Efficient Dynamic Scene Rendering—0
Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments—0
ChatAnyone: Stylized Real-time Portrait Video Generation with Hierarchical Motion Diffusion Model—0
FACETS: Efficient Once-for-all Object Detection via Constrained Iterative Search—0
Lobster: A GPU-Accelerated Framework for Neurosymbolic Programming—0
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