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Efficient Computing

6,876 papers

Papers per year

Papers

DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking NIPS 2024
Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation NIPS 2024
Q-VLM: Post-training Quantization for Large Vision-Language Models NIPS 2024
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation NIPS 2024
Amortized Fourier Neural Operators NIPS 2024
LoQT: Low-Rank Adapters for Quantized Pretraining NIPS 2024
$\textit{Read-ME}$: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design NIPS 2024
Gated Slot Attention for Efficient Linear-Time Sequence Modeling NIPS 2024
Adaptive Sampling for Efficient Softmax Approximation NIPS 2024
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation NIPS 2024
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos NIPS 2024
Autoregressive Policy Optimization for Constrained Allocation Tasks NIPS 2024
Fetch and Forge: Efficient Dataset Condensation for Object Detection NIPS 2024
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory NIPS 2024
Learning from Offline Foundation Features with Tensor Augmentations NIPS 2024
Convolutional Differentiable Logic Gate Networks NIPS 2024
IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents NIPS 2024
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision NIPS 2024
Gorilla: Large Language Model Connected with Massive APIs NIPS 2024
General bounds on the quality of Bayesian coresets NIPS 2024
4-bit Shampoo for Memory-Efficient Network Training NIPS 2024
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting NIPS 2024
Sequoia: Scalable and Robust Speculative Decoding NIPS 2024
Geometry-aware training of factorized layers in tensor Tucker format NIPS 2024
Fast yet Safe: Early-Exiting with Risk Control NIPS 2024