← Application Areas
Deep Learning › Application Areas ›

Efficient Computing

258 directly classified papers

Papers per year

Papers

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
Learning To Zoom and Unzoom CVPR 2023
Evaluating and Enhancing the Robustness of Code Pre-trained Models through Structure-Aware Adversarial Samples Generation EMNLP 2023
Hybrid Pixel-Unshuffled Network for Lightweight Image Super-resolution AAAI 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
PuMer: Pruning and Merging Tokens for Efficient Vision Language Models ACL 2023
Complexity-Guided Slimmable Decoder for Efficient Deep Video Compression CVPR 2023
$\mathbf{\mathbb{E}^{FWI}}$: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties NIPS 2023
Separable Physics-Informed Neural Networks NIPS 2023
LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing NIPS 2023
InstantAvatar: Learning Avatars From Monocular Video in 60 Seconds CVPR 2023
LightSpeed: Light and Fast Neural Light Fields on Mobile Devices NIPS 2023
Simulation-guided Beam Search for Neural Combinatorial Optimization NIPS 2022
RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling NIPS 2022
AI Snap! Blocks for Speech Input and Output, Computer Vision, Word Embeddings, and Neural Net Creation, Training, and Use AAAI 2022
Learning Based Multi-Modality Image and Video Compression CVPR 2022
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields CVPR 2022
ELIC: Efficient Learned Image Compression With Unevenly Grouped Space-Channel Contextual Adaptive Coding CVPR 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms NIPS 2022
Efficient Classification of Very Large Images With Tiny Objects CVPR 2022
Neural Data-Dependent Transform for Learned Image Compression CVPR 2022
Uniform Subdivision of Omnidirectional Camera Space for Efficient Spherical Stereo Matching CVPR 2022