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Model Architecture

4,351 papers

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Papers

TöRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis NIPS 2021
Improving Deep Learning Interpretability by Saliency Guided Training NIPS 2021
Dynamic Resolution Network NIPS 2021
AC-GC: Lossy Activation Compression with Guaranteed Convergence NIPS 2021
Faster Neural Network Training with Approximate Tensor Operations NIPS 2021
How Powerful are Performance Predictors in Neural Architecture Search? NIPS 2021
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias NIPS 2021
Achieving Rotational Invariance with Bessel-Convolutional Neural Networks NIPS 2021
Powerpropagation: A sparsity inducing weight reparameterisation NIPS 2021
Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs NIPS 2021
Neural Architecture Dilation for Adversarial Robustness NIPS 2021
Activation Sharing with Asymmetric Paths Solves Weight Transport Problem without Bidirectional Connection NIPS 2021
Autobahn: Automorphism-based Graph Neural Nets NIPS 2021
Early Convolutions Help Transformers See Better NIPS 2021
Tactile Image-to-Image Disentanglement of Contact Geometry from Motion-Induced Shear CORL 2021
Correspondence-Free Point Cloud Registration with SO(3)-Equivariant Implicit Shape Representations CORL 2021
RICE: Refining Instance Masks in Cluttered Environments with Graph Neural Networks CORL 2021
Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems AAAI 2021
Automated Symbolic Law Discovery: A Computer Vision Approach AAAI 2021
Deep Low-Contrast Image Enhancement using Structure Tensor Representation AAAI 2021
SA-BNN: State-Aware Binary Neural Network AAAI 2021
Explainable Models with Consistent Interpretations AAAI 2021
DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch AAAI 2021
Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images AAAI 2021
Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos AAAI 2021