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Model Architecture

4351 directly classified papers

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Papers

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

OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs AAAI 2026

SchellingFormer: Laplacian Matrix-guided Geometric Transformer for Robust Schelling Point Detection AAAI 2026

InfoDecom: Decomposing Information for Defending Against Privacy Leakage in Split Inference 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

SEBSFormer: A Spectral-Enhanced Bi-Stream Transformer for Robust EEG Decoding AAAI 2026

Learning Diffusion Policy from Primitive Skills for Robot Manipulation AAAI 2026

Towards Efficient and Robust Manipulation via Multi-Frame Vision-Language-Action Modeling AAAI 2026

SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation AAAI 2026

MP1: MeanFlow Tames Policy Learning in 1-step for Robotic Manipulation AAAI 2026

VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model AAAI 2026

Global-Lens Transformers: Adaptive Token Mixing for Dynamic Link Prediction AAAI 2026

Alfa: Attentive Low-Rank Filter Adaptation for Structure-Aware Cross-Domain Personalized Gaze Estimation AAAI 2026

Emotion-Conditioned Motion Sub-spaces with Flow Matching for Real-Time Audio-Driven Talking Heads AAAI 2026

Perceive More with Less: LiDAR Point Cloud Compression at Just Recognizable Distortion for 3D Scene Understanding AAAI 2026

Transform-Free Feature Coding via Entropy-Constrained Vector Quantization AAAI 2026

Flexible Concept Bottleneck Model AAAI 2026

FreqTAD: Multi-scale Frequency Encoding and Time-Frequency Attention for Anomaly Detection in Dynamic Graphs AAAI 2026

CL-DMDF: Dynamic Multimodal Data Fusion Model Based on Contrastive Learning AAAI 2026

RGMP: Recurrent Geometric-prior Multimodal Policy for Generalizable Humanoid Robot Manipulation AAAI 2026

HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting AAAI 2026