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Model Architecture

4,351 papers

Papers per year

Papers

Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer AAAI 2022
ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias ICML 2022
Consistency Regularization for Adversarial Robustness AAAI 2022
BLOX: Macro Neural Architecture Search Benchmark and Algorithms NIPS 2022
Convolution of Convolution: Let Kernels Spatially Collaborate CVPR 2022
Expert-Informed, User-Centric Explanations for Machine Learning AAAI 2022
Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge NIPS 2022
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems AAAI 2022
FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration AAAI 2022
Towards an Effective Orthogonal Dictionary Convolution Strategy AAAI 2022
Hybrid Neural Networks for On-Device Directional Hearing AAAI 2022
End-to-end LPCNet: A Neural Vocoder With Fully-Differentiable LPC Estimation INTERSPEECH 2022
HairMapper: Removing Hair From Portraits Using GANs CVPR 2022
On the Symmetries of Deep Learning Models and their Internal Representations NIPS 2022
Path Independent Equilibrium Models Can Better Exploit Test-Time Computation NIPS 2022
Scaled ReLU Matters for Training Vision Transformers AAAI 2022
Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns ACL 2022
Graph-to-Text Generation with Dynamic Structure Pruning COLING 2022
Where to Pay Attention in Sparse Training for Feature Selection? NIPS 2022
From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022
Parameter-Efficient Masking Networks NIPS 2022
IM-Loss: Information Maximization Loss for Spiking Neural Networks NIPS 2022
Focal Modulation Networks NIPS 2022
Efficient Riemannian Meta-Optimization by Implicit Differentiation AAAI 2022
Knowledge Distillation For CTC-based Speech Recognition Via Consistent Acoustic Representation Learning INTERSPEECH 2022