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Efficient Computing

258 directly classified papers

Papers per year

Papers

ShuffleMixer: An Efficient ConvNet for Image Super-Resolution NIPS 2022
Pythae: Unifying Generative Autoencoders in Python - A Benchmarking Use Case NIPS 2022
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine NIPS 2022
FourierNets enable the design of highly non-local optical encoders for computational imaging NIPS 2022
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting NIPS 2022
LIPS - Learning Industrial Physical Simulation benchmark suite NIPS 2022
Itero: An Online Iterative Voting Application IJCAI 2022
High-Fidelity Face Tracking for AR/VR via Deep Lighting Adaptation CVPR 2021
DI-Fusion: Online Implicit 3D Reconstruction With Deep Priors CVPR 2021
FVC: A New Framework Towards Deep Video Compression in Feature Space CVPR 2021
Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo CVPR 2021
Rich Features for Perceptual Quality Assessment of UGC Videos CVPR 2021
MATE: Multi-view Attention for Table Transformer Efficiency EMNLP 2021
Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large EMNLP 2021
Hyperparameter Power Impact in Transformer Language Model Training EMNLP 2021
Real-Time High-Resolution Background Matting CVPR 2021
Learning Omni-Frequency Region-adaptive Representations for Real Image Super-Resolution AAAI 2021
PhySG: Inverse Rendering With Spherical Gaussians for Physics-Based Material Editing and Relighting CVPR 2021
Overfitting the Data: Compact Neural Video Delivery via Content-Aware Feature Modulation ICCV 2021
Accurate Post Training Quantization With Small Calibration Sets ICML 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup ACL 2021
Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks AAAI 2021
Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings NIPS 2021
Dynamics-regulated kinematic policy for egocentric pose estimation NIPS 2021
Learned Bi-Resolution Image Coding using Generalized Octave Convolutions AAAI 2021