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Theory

4,950 papers

Papers per year

Papers

Towards Understanding the Generalization of Deepfake Detectors from a Game-Theoretical View ICCV 2023
BaRe-ESA: A Riemannian Framework for Unregistered Human Body Shapes ICCV 2023
Unified Out-Of-Distribution Detection: A Model-Specific Perspective ICCV 2023
Understanding Self-attention Mechanism via Dynamical System Perspective ICCV 2023
A 5-Point Minimal Solver for Event Camera Relative Motion Estimation ICCV 2023
A Unified Framework for Robustness on Diverse Sampling Errors ICCV 2023
Theoretical and Numerical Analysis of 3D Reconstruction Using Point and Line Incidences ICCV 2023
Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective 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
Generalization on the Unseen, Logic Reasoning and Degree Curriculum ICML 2023
SAM operates far from home: eigenvalue regularization as a dynamical phenomenon ICML 2023
Second-order regression models exhibit progressive sharpening to the edge of stability ICML 2023
Global optimality of Elman-type RNNs in the mean-field regime ICML 2023
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability ICML 2023
Towards credible visual model interpretation with path attribution ICML 2023
Adversarially Robust PAC Learnability of Real-Valued Functions ICML 2023
Explaining Reinforcement Learning with Shapley Values ICML 2023
Polyhedral Complex Extraction from ReLU Networks using Edge Subdivision ICML 2023
Data-Copying in Generative Models: A Formal Framework ICML 2023
Understanding Oversquashing in GNNs through the Lens of Effective Resistance ICML 2023
Not all Strongly Rayleigh Distributions Have Small Probabilistic Generating Circuits ICML 2023