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Model Architecture

4351 directly classified papers

Papers per year

Papers

Unraveling Batch Normalization for Realistic Test-Time Adaptation AAAI 2024
From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach AISTATS 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation NIPS 2024
Generating compositional scenes via Text-to-image RGBA Instance Generation NIPS 2024
Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes AISTATS 2024
Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSM CVPR 2024
Towards Transferable Adversarial Attacks with Centralized Perturbation AAAI 2024
Point-to-Spike Residual Learning for Energy-Efficient 3D Point Cloud Classification AAAI 2024
CR-SAM: Curvature Regularized Sharpness-Aware Minimization AAAI 2024
PointAttN: You Only Need Attention for Point Cloud Completion AAAI 2024
P-tensors: a General Framework for Higher Order Message Passing in Subgraph Neural Networks AISTATS 2024
When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks AAAI 2024
Patched Line Segment Learning for Vector Road Mapping AAAI 2024
A Unified Environmental Network for Pedestrian Trajectory Prediction AAAI 2024
Can Humans Identify Domains? COLING 2024
Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging AAAI 2024
Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision AAAI 2024
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing AAAI 2024
Rewiring the Transformer with Depth-Wise LSTMs COLING 2024
Localizing Memorization in SSL Vision Encoders NIPS 2024
EAN: An Efficient Attention Module Guided by Normalization for Deep Neural Networks AAAI 2024
Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening AAAI 2024
Boosting Few-Shot Learning via Attentive Feature Regularization AAAI 2024
AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search CVPR 2024
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement AAAI 2024