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Showing 2051–2100 of 5629 papers

TitleStatusHype
Multiscale Byte Language Models -- A Hierarchical Architecture for Causal Million-Length Sequence ModelingCode0
Towards Efficient Automatic Self-Pruning of Large Language Models—0
Distributed U-net model and Image Segmentation for Lung Cancer Detection—0
Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective—0
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation—0
FairKV: Balancing Per-Head KV Cache for Fast Multi-GPU Inference—0
Learning conformational ensembles of proteins based on backbone geometry—0
Activation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference—0
GPU-Friendly Laplacian Texture Blending—0
LSR-Adapt: Ultra-Efficient Parameter Tuning with Matrix Low Separation Rank Kernel Adaptation—0
SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin—0
RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression—0
MEX: Memory-efficient Approach to Referring Multi-Object Tracking—0
Astra: Efficient and Money-saving Automatic Parallel Strategies Search on Heterogeneous GPUs—0
An Experimental Study of SOTA LiDAR Segmentation Models—0
BaKlaVa -- Budgeted Allocation of KV cache for Long-context Inference—0
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic EmbeddingsCode0
GPU Memory Usage Optimization for Backward Propagation in Deep Network Training—0
Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer—0
Energy-Conscious LLM Decoding: Impact of Text Generation Strategies on GPU Energy Consumption—0
Real-time Neural Rendering of LiDAR Point Clouds—0
Fate: Fast Edge Inference of Mixture-of-Experts Models via Cross-Layer GateCode0
Massively Scaling Explicit Policy-conditioned Value Functions—0
GPU-accelerated Multi-relational Parallel Graph Retrieval for Web-scale Recommendations—0
TPCap: Unlocking Zero-Shot Image Captioning with Trigger-Augmented and Multi-Modal Purification Modules—0
JExplore: Design Space Exploration Tool for Nvidia Jetson BoardsCode0
An Efficient Large Recommendation Model: Towards a Resource-Optimal Scaling Law—0
E-MD3C: Taming Masked Diffusion Transformers for Efficient Zero-Shot Object Customization—0
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
Efficient solution validation of constraint satisfaction problems on neuromorphic hardware: the case of Sudoku puzzlesCode0
InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU—0
CopySpec: Accelerating LLMs with Speculative Copy-and-Paste Without Compromising QualityCode0
High-Throughput SAT SamplingCode0
Neuromorphic Principles for Efficient Large Language Models on Intel Loihi 2—0
Numerical Schemes for Signature KernelsCode0
Inference-time sparse attention with asymmetric indexing—0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
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
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
MoETuner: Optimized Mixture of Expert Serving with Balanced Expert Placement and Token Routing—0
Accelerating Outlier-robust Rotation Estimation by Stereographic Projection—0
Klotski: Efficient Mixture-of-Expert Inference via Expert-Aware Multi-Batch PipelineCode0
Crypto Miner Attack: GPU Remote Code Execution Attacks—0
fMoE: Fine-Grained Expert Offloading for Large Mixture-of-Experts Serving—0
InfiniteHBD: Building Datacenter-Scale High-Bandwidth Domain for LLM with Optical Circuit Switching Transceivers—0
Unrealized Expectations: Comparing AI Methods vs Classical Algorithms for Maximum Independent Set—0
Fast Sampling of Cosmological Initial Conditions with Gaussian Neural Posterior Estimation—0
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