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Theory

4950 directly classified papers

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Papers

Studying Classifier(-Free) Guidance from a Classifier-Centric Perspective AAAI 2026
Proof Systems for Tensor-based Model Counting AAAI 2026
Proof Systems That Tightly Characterise Model Counting Algorithms AAAI 2026
Model Counting for Dependency Quantified Boolean Formulas AAAI 2026
Using Constraint Solvers to Construct Binary Codes with Good Error Correction Performance AAAI 2026
Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective AAAI 2026
3DDM: Physically-based Anisotropic 3D Diffusion Model with 3D Gaussian for Point Cloud Completion AAAI 2026
Exploring Category-level Articulated Object Pose Tracking on SE(3) Manifolds AAAI 2026
Just Few States Are Enough: Randomized Sparse Feedback for Stability of Dynamical Systems AAAI 2026
Angular Gradient Sign Method: Uncovering Vulnerabilities in Hyperbolic Networks AAAI 2026
Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations AAAI 2026
On the Probabilistic Learnability of Compact Neural Network Preimage Bounds AAAI 2026
OmniBench: A Comprehensive Benchmark Integrating Real-World, Time-sensitive, and Multi-Hop Questions with a Multi-Dimensional Hybrid Evaluation Framework AAAI 2026
Split-Layer: Enhancing Implicit Neural Representation by Maximizing the Dimensionality of Feature Space AAAI 2026
Transferable Hypergraph Attack via Injecting Nodes into Pivotal Hyperedges AAAI 2026
SVD-NO: Learning PDE Solution Operators with SVD Integral Kernels AAAI 2026
Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks AAAI 2026
Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models AAAI 2026
Expressive Temporal Specifications for Reward Monitoring AAAI 2026
Barriers to Discrete Reasoning with Transformers: A Survey Across Depth, Exactness, and Bandwidth EACL 2026
SIDE: Surrogate Conditional Data Extraction from Diffusion Models AAAI 2026
MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models AAAI 2026
Calibrating Reliance: Addressing Misuse and Disuse in AI-Based Second-Opinion Systems for Medical Diagnosis AAAI 2026
Repetition Makes Perfect: Recurrent Graph Neural Networks Match Message Passing Limit AAAI 2026
3D Cell Oversegmentation Correction via Geo-Wasserstein Divergence WACV 2026