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Showing 551–600 of 5629 papers

TitleStatusHype
MetaDE: Evolving Differential Evolution by Differential EvolutionCode3
On LLM-generated Logic Programs and their Inference Execution Methods—0
Latents of latents to delineate pixels: hybrid Matryoshka autoencoder-to-U-Net pairing for segmenting large medical images in GPU-poor and low-data regimes—0
CopySpec: Accelerating LLMs with Speculative Copy-and-Paste Without Compromising QualityCode0
E-MD3C: Taming Masked Diffusion Transformers for Efficient Zero-Shot Object Customization—0
InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU—0
Neuromorphic Principles for Efficient Large Language Models on Intel Loihi 2—0
Inference-time sparse attention with asymmetric indexing—0
High-Throughput SAT SamplingCode0
Numerical Schemes for Signature KernelsCode0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
Bag of Tricks for Inference-time Computation of LLM ReasoningCode1
Fast-COS: A Fast One-Stage Object Detector Based on Reparameterized Attention Vision Transformer for Autonomous Driving—0
Memory Analysis on the Training Course of DeepSeek Models—0
Small Language Model Makes an Effective Long Text ExtractorCode1
Memory Is Not the Bottleneck: Cost-Efficient Continual Learning via Weight Space Consolidation—0
Exploiting Sparsity for Long Context Inference: Million Token Contexts on Commodity GPUsCode0
Accelerating Outlier-robust Rotation Estimation by Stereographic Projection—0
MoETuner: Optimized Mixture of Expert Serving with Balanced Expert Placement and Token Routing—0
MERGE^3: Efficient Evolutionary Merging on Consumer-grade GPUsCode1
Crypto Miner Attack: GPU Remote Code Execution Attacks—0
Klotski: Efficient Mixture-of-Expert Inference via Expert-Aware Multi-Batch PipelineCode0
Saving 77% of the Parameters in Large Language Models Technical ReportCode2
Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context AccurayCode3
fMoE: Fine-Grained Expert Offloading for Large Mixture-of-Experts Serving—0
QuEST: Stable Training of LLMs with 1-Bit Weights and ActivationsCode2
WaferLLM: Large Language Model Inference at Wafer ScaleCode2
InfiniteHBD: Building Datacenter-Scale High-Bandwidth Domain for LLM with Optical Circuit Switching Transceivers—0
QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache—0
Kozax: Flexible and Scalable Genetic Programming in JAXCode1
SyMANTIC: An Efficient Symbolic Regression Method for Interpretable and Parsimonious Model Discovery in Science and BeyondCode1
Fast Sampling of Cosmological Initial Conditions with Gaussian Neural Posterior Estimation—0
Robust Autonomy Emerges from Self-Play—0
Unrealized Expectations: Comparing AI Methods vs Classical Algorithms for Maximum Independent Set—0
Transolver++: An Accurate Neural Solver for PDEs on Million-Scale GeometriesCode3
EasySpec: Layer-Parallel Speculative Decoding for Efficient Multi-GPU Utilization—0
Brief analysis of DeepSeek R1 and it's implications for Generative AI—0
LV-XAttn: Distributed Cross-Attention for Long Visual Inputs in Multimodal Large Language Models—0
Ilargi: a GPU Compatible Factorized ML Model Training Framework—0
Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCbCode0
Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity—0
ModServe: Scalable and Resource-Efficient Large Multimodal Model Serving—0
Recursive generalized type-2 fuzzy radial basis function neural networks for joint position estimation and adaptive EMG-based impedance control of lower limb exoskeletonsCode0
M+: Extending MemoryLLM with Scalable Long-Term MemoryCode3
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference—0
Work-Efficient Parallel Non-Maximum Suppression KernelsCode1
Longer Attention Span: Increasing Transformer Context Length with Sparse Graph Processing TechniquesCode0
TeZO: Empowering the Low-Rankness on the Temporal Dimension in the Zeroth-Order Optimization for Fine-tuning LLMs—0
LLM-based Affective Text Generation Quality Based on Different Quantization Values—0
Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models—0
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