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Model Architecture

4,354 papers

Papers per year

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Papers

Flexible Concept Bottleneck Model AAAI 2026
Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA AAAI 2026
DeToNATION: Decoupled Torch Network-Aware Training on Interlinked Online Nodes AAAI 2026
TLAGC: Taylor Linear Attention-Guided Graph Convolutions for Revealing Spatial Domains in Spatial Multi-Omics Data AAAI 2026
AirWino: Optimized Winograd Convolution for Accelerating CNN Inference on ARMv8 Processors AAAI 2026
Vision Transformers Are Circulant Attention Learners AAAI 2026
HiQ-Lip: A Hierarchical Quantum-Classical Method for Global Lipschitz Constant Estimation of ReLU Networks AAAI 2026
Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization AAAI 2026
Double Rounding: Nearly Lossless Adaptive Bit Switching for QAT AAAI 2026
PartialNet: Compute Less, Perform Better AAAI 2026
PhysicsCorrect: A Training-Free Approach for Stable Neural PDE Simulations AAAI 2026
STrans: Spontaneous Architecture Evolution for Adaptive Time Series Forecasting AAAI 2026
A-FloPS: Accelerating Diffusion Models via Adaptive Flow Path Sampler AAAI 2026
Physics-Informed Approach for Exploratory Hamilton–Jacobi–Bellman Equations via Policy Iterations AAAI 2026
Tab-PET: Graph-Based Positional Encodings for Tabular Transformers AAAI 2026
Palimpsest: Reconciling the CISS Trilemma for Incremental Nuclei Segmentation AAAI 2026
ReLUPruner: Rethinking ReLU Importance with Taylor Expansion for Efficient Private Inference AAAI 2026
Dynamic Semantic Tokenization for Time Series via Elastic Sampling on Physics-aware Perception AAAI 2026
MORGAN: To Bridge Mixture of Experts and Spectral Graph Neural Network AAAI 2026
DeLo: Dual Decomposed Low-Rank Experts Collaboration for Continual Missing Modality Learning AAAI 2026
Redundancy-optimized Multi-head Attention Networks for Multi-view Multi-label Feature Selection AAAI 2026
Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models AAAI 2026
Beyond the Mean: Fisher-Orthogonal Projection for Natural Gradient Descent in Large Batch Training AAAI 2026
Self-Adaptive Graph Mixture of Models AAAI 2026
AutoSchA: Automatic Hierarchical Music Representations via Multi-Relational Node Isolation AAAI 2026