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Computer Science

5,693 papers (0 classified directly here)

Subtopics

Applications (3,780) Foundations (1,617) Systems (596)

Papers per year

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18
96
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886
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Papers (including subtopics)

Towards Optimal Communication Complexity in Distributed Non-Convex Optimization NIPS 2022
Fault-Aware Neural Code Rankers NIPS 2022
Inverse Design for Fluid-Structure Interactions using Graph Network Simulators NIPS 2022
Learning from a Sample in Online Algorithms NIPS 2022
PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points NIPS 2022
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s NIPS 2022
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs NIPS 2022
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web NIPS 2022
Iron: Private Inference on Transformers NIPS 2022
Efficient Architecture Search for Diverse Tasks NIPS 2022
Neural Shape Deformation Priors NIPS 2022
A Deep Learning Dataloader with Shared Data Preparation NIPS 2022
S-PIFu: Integrating Parametric Human Models with PIFu for Single-view Clothed Human Reconstruction NIPS 2022
SignRFF: Sign Random Fourier Features NIPS 2022
SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training NIPS 2022
VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids NIPS 2022
Pre-activation Distributions Expose Backdoor Neurons NIPS 2022
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions NIPS 2022
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models NIPS 2022
Trustworthy Monte Carlo NIPS 2022
Versatile Multi-stage Graph Neural Network for Circuit Representation NIPS 2022
Pyramid Attention For Source Code Summarization NIPS 2022
SCONE: Surface Coverage Optimization in Unknown Environments by Volumetric Integration NIPS 2022
Biological Learning of Irreducible Representations of Commuting Transformations NIPS 2022
Discrete-Convex-Analysis-Based Framework for Warm-Starting Algorithms with Predictions NIPS 2022