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Theory

4950 directly classified papers

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Papers

On Shallow Planning Under Partial Observability AAAI 2025
Formally Verified Approximate Policy Iteration AAAI 2025
Toward Interpretable Time Series Modeling: A Kernel Representation Perspective IJCAI 2025
On the O(sqrt(d)/T^(1/4)) Convergence Rate of RMSProp and Its Momentum Extension Measured by l_1 Norm JMLR 2025
Factual Knowledge Assessment of Language Models Using Distractors COLING 2025
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples WACV 2025
Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025
FADE: Why Bad Descriptions Happen to Good Features ACL 2025
RiemStega: Covariance-Based Loss for Print-Proof Transmission of Data in Images WACV 2025
O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions JMLR 2025
Generating Visual Explanations from Deep Networks using Implicit Neural Representations WACV 2025
HazeFlow: Revisit Haze Physical Model as ODE and Non-Homogeneous Haze Generation for Real-World Dehazing ICCV 2025
Contrasting Adversarial Perturbations: The Space of Harmless Perturbations AAAI 2025
Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance WACV 2025
GeoGuide: Geometric Guidance of Diffusion Models WACV 2025
Tiling artifacts and trade-offs of feature normalization in the segmentation of large biological images ICCV 2025
Biological Sequence Kernels with Guaranteed Flexibility JMLR 2025
SPD: Shallow Backdoor Protecting Deep Backdoor Against Backdoor Detection ICCV 2025
CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control JMLR 2025
Last-iterate Convergence of Shuffling Momentum Gradient Method under the Kurdyka-Lojasiewicz Inequality JMLR 2025
Local Scale Equivariance with Latent Deep Equilibrium Canonicalizer ICCV 2025
Scendi Score: Prompt-Aware Diversity Evaluation via Schur Complement of CLIP Embeddings ICCV 2025
ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing ICCV 2025
Proper losses regret at least 1/2-order JMLR 2025
Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective ICCV 2025