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Model Architecture

4351 directly classified papers

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Papers

The Last Byte: Learning Just Enough for Machine-Oriented Image Compression AAAI 2026

Adaptive Morph-Patch Transformer for Aortic Vessel Segmentation AAAI 2026

Beyond Predictive Resampling: Learning Input-Agnostic Downsampling for Efficient Aligned Vision Recognition AAAI 2026

CompEvent: Complex-valued Event-RGB Fusion for Low-light Video Enhancement and Deblurring AAAI 2026

SinBasis Networks: Matrix-Equivalent Feature Extraction for Wave-Like Optical Spectrograms AAAI 2026

Scalable Mixed-Integer Optimization with Neural Constraints via Dual Decomposition AAAI 2026

T-SKM-Net: Trainable Neural Network Framework for Linear Constraint Satisfaction via Sampling Kaczmarz-Motzkin Method AAAI 2026

DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression AAAI 2026

TSPE-GS: Probabilistic Depth Extraction for Semi-Transparent Surface Reconstruction via 3D Gaussian Splatting AAAI 2026

OmniEvent: Unified Event Representation Learning AAAI 2026

Binary-Gaussian: Compact and Progressive Representation for 3D Gaussian Segmentation AAAI 2026

RIS-LAD: A Benchmark and Model for Referring Image Segmentation in Low-Altitude Drone Imagery AAAI 2026

Conformable Convolution for Topologically Constrained Learning of Complex Anatomical Structures AAAI 2026

Instruction-Guided Cross-Modal Clustering for Training-Free Visual Token Pruning in Vision-Language Models AAAI 2026

Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions AAAI 2026

SD-PSFNet: Sequential and Dynamic Point Spread Function Network for Image Deraining AAAI 2026

InterCoser: Interactive 3D Character Creation with Disentangled Fine-Grained Features AAAI 2026

MCGS: Markov Chain Gaussian Splatting for Dynamic Scenes Reconstruction AAAI 2026

Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective AAAI 2026

SpatioTemporal Difference Network for Video Depth Super-Resolution AAAI 2026

Seeing Is Believing: Grounding Long-Video Understanding in Spatio-Temporal Visual Evidence AAAI 2026

UniMGS: Unifying Mesh and 3D Gaussian Splatting with Single-Pass Rasterization and Proxy-Based Deformation AAAI 2026

DeFT-LoRA: Decoupled and Fused Tuning with LoRA Experts for Universal Cross-Domain Retrieval AAAI 2026

Ego-PMOVE: Prompt-aware Mixture of View Experts Network for Egocentric Gaze Prediction AAAI 2026

Rectification Reimagined: A Unified Mamba Model for Image Correction and Rectangling with Prompts AAAI 2026