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Theory

4950 directly classified papers

Papers per year

Papers

HOUDINI: Escaping from Moderately Constrained Saddles IJCAI 2023
Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms IJCAI 2023
Schelling Games with Continuous Types IJCAI 2023
Incentive-Compatible Selection for One or Two Influentials IJCAI 2023
Efficient Computation of General Modules for ALC Ontologies IJCAI 2023
Stability and Generalization of lp-Regularized Stochastic Learning for GCN IJCAI 2023
Towards Understanding the Generalization of Deepfake Detectors from a Game-Theoretical View ICCV 2023
Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection ICCV 2023
UHDNeRF: Ultra-High-Definition Neural Radiance Fields ICCV 2023
Boosting Multi-modal Model Performance with Adaptive Gradient Modulation ICCV 2023
Tangent Sampson Error: Fast Approximate Two-view Reprojection Error for Central Camera Models ICCV 2023
TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models ICCV 2023
BaRe-ESA: A Riemannian Framework for Unregistered Human Body Shapes ICCV 2023
A 5-Point Minimal Solver for Event Camera Relative Motion Estimation ICCV 2023
CAME: Contrastive Automated Model Evaluation ICCV 2023
Understanding Self-attention Mechanism via Dynamical System Perspective ICCV 2023
Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective ICCV 2023
Unified Out-Of-Distribution Detection: A Model-Specific Perspective ICCV 2023
An extension of disentanglement metrics and its application to voice INTERSPEECH 2023
Learning Logic Programs by Discovering Where Not to Search AAAI 2023
Meta-Learning for Simple Regret Minimization AAAI 2023
A Parameterized Theory of PAC Learning AAAI 2023
On Error and Compression Rates for Prototype Rules AAAI 2023
The Influence of Dimensions on the Complexity of Computing Decision Trees AAAI 2023
Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks AAAI 2023