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Efficient Computing

258 directly classified papers

Papers per year

Papers

Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NIPS 2024
GAIA: Rethinking Action Quality Assessment for AI-Generated Videos NIPS 2024
LAVIB: A Large-scale Video Interpolation Benchmark NIPS 2024
ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons NIPS 2024
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era NIPS 2024
Alias-Free Mamba Neural Operator NIPS 2024
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting NIPS 2024
Intensity-Robust Autofocus for Spike Camera CVPR 2024
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators NIPS 2024
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NIPS 2024
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS NIPS 2024
LightSpeed: Light and Fast Neural Light Fields on Mobile Devices NIPS 2023
Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones NIPS 2023
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs NIPS 2023
OpenMapFlow: A Library for Rapid Map Creation with Machine Learning and Remote Sensing Data AAAI 2023
$\mathbf{\mathbb{E}^{FWI}}$: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties NIPS 2023
DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking AAAI 2023
Boosted Dynamic Neural Networks AAAI 2023
Separable Physics-Informed Neural Networks NIPS 2023
Transfer Learning Enhanced DeepONet for Long-Time Prediction of Evolution Equations AAAI 2023
Diffusion Models Beat GANs on Topology Optimization AAAI 2023
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data AAAI 2023
Learned Distributed Image Compression with Multi-Scale Patch Matching in Feature Domain AAAI 2023
LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing NIPS 2023
Hybrid Pixel-Unshuffled Network for Lightweight Image Super-resolution AAAI 2023