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Showing 2251–2300 of 5629 papers

TitleStatusHype
Flash Communication: Reducing Tensor Parallelization Bottleneck for Fast Large Language Model Inference—0
GUIDE: A Global Unified Inference Engine for Deploying Large Language Models in Heterogeneous Environments—0
SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization—0
Assessing and Learning Alignment of Unimodal Vision and Language Models—0
CLAP: Unsupervised 3D Representation Learning for Fusion 3D Perception via Curvature Sampling and Prototype Learning—0
Unifying KV Cache Compression for Large Language Models with LeanKV—0
Diffusion-VLA: Generalizable and Interpretable Robot Foundation Model via Self-Generated Reasoning—0
FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness—0
Can't Slow me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices—0
SJTU:Spatial judgments in multimodal models towards unified segmentation through coordinate detectionCode0
MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection—0
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification—0
Quantization-Aware Imitation-Learning for Resource-Efficient Robotic Control—0
Improving feature interactions at Pinterest under industry constraints—0
SPILDL: A Scalable and Parallel Inductive Learner in Description Logic—0
HT-HEDL: High-Throughput Hypothesis Evaluation in Description Logic—0
BlendPCR: Seamless and Efficient Rendering of Dynamic Point Clouds captured by Multiple RGB-D CamerasCode0
PAL -- Parallel active learning for machine-learned potentialsCode0
Look Every Frame All at Once: Video-Ma^2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing—0
Open source Differentiable ODE Solving Infrastructure—0
BatchLLM: Optimizing Large Batched LLM Inference with Global Prefix Sharing and Throughput-oriented Token Batching—0
A Simple Sparse Matrix Vector Multiplication Approach to Padded ConvolutionCode0
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs—0
An Integrated Artificial Intelligence Operating System for Advanced Low-Altitude Aviation Applications—0
PREBA: A Hardware/Software Co-Design for Multi-Instance GPU based AI Inference Servers—0
Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads—0
Differentiable Topology Estimating from Curvatures for 3D Shapes—0
Automating Energy-Efficient GPU Kernel Generation: A Fast Search-Based Compilation Approach—0
Towards Chunk-Wise Generation for Long Videos—0
A Runtime-Adaptive Transformer Neural Network Accelerator on FPGAsCode0
k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning—0
KVPR: Efficient LLM Inference with I/O-Aware KV Cache Partial RecomputationCode0
Automatic Skull Reconstruction by Deep Learnable Symmetry Enforcement—0
A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training—0
Knowledge-aware Evolutionary Graph Neural Architecture SearchCode0
A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference—0
SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE—0
Plastic Arbor: a modern simulation framework for synaptic plasticity x2013 from single synapses to networks of morphological neuronsCode0
MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking—0
Anda: Unlocking Efficient LLM Inference with a Variable-Length Grouped Activation Data Format—0
Enabling Efficient Serverless Inference Serving for LLM (Large Language Model) in the Cloud—0
Reassessing Layer Pruning in LLMs: New Insights and MethodsCode0
Multi-scale Cascaded Large-Model for Whole-body ROI SegmentationCode0
Simplifying CLIP: Unleashing the Power of Large-Scale Models on Consumer-level Computers—0
Spatiotemporal Decoupling for Efficient Vision-Based Occupancy Forecasting—0
Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction—0
Deep operator network models for predicting post-burn contraction—0
Hardware Scaling Trends and Diminishing Returns in Large-Scale Distributed Training—0
FAST-Splat: Fast, Ambiguity-Free Semantics Transfer in Gaussian Splatting—0
Faster Multi-GPU Training with PPLL: A Pipeline Parallelism Framework Leveraging Local Learning—0
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