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Showing 2051–2075 of 5629 papers

TitleStatusHype
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
Multiscale Byte Language Models -- A Hierarchical Architecture for Causal Million-Length Sequence ModelingCode0
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation—0
LSR-Adapt: Ultra-Efficient Parameter Tuning with Matrix Low Separation Rank Kernel Adaptation—0
FairKV: Balancing Per-Head KV Cache for Fast Multi-GPU Inference—0
RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression—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
Astra: Efficient and Money-saving Automatic Parallel Strategies Search on Heterogeneous GPUs—0
MEX: Memory-efficient Approach to Referring Multi-Object Tracking—0
SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin—0
An Experimental Study of SOTA LiDAR Segmentation Models—0
BaKlaVa -- Budgeted Allocation of KV cache for Long-context Inference—0
GPU Memory Usage Optimization for Backward Propagation in Deep Network Training—0
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic EmbeddingsCode0
GPU-accelerated Multi-relational Parallel Graph Retrieval for Web-scale Recommendations—0
Energy-Conscious LLM Decoding: Impact of Text Generation Strategies on GPU Energy Consumption—0
Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer—0
Massively Scaling Explicit Policy-conditioned Value Functions—0
Fate: Fast Edge Inference of Mixture-of-Experts Models via Cross-Layer GateCode0
Real-time Neural Rendering of LiDAR Point Clouds—0
JExplore: Design Space Exploration Tool for Nvidia Jetson BoardsCode0
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