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Model Architecture

4,351 papers

Papers per year

Papers

Winning the Lottery Ahead of Time: Efficient Early Network Pruning ICML 2022
Sparse MLP for Image Recognition: Is Self-Attention Really Necessary? AAAI 2022
Long-range Sequence Modeling with Predictable Sparse Attention ACL 2022
Mitigating Neural Network Overconfidence with Logit Normalization ICML 2022
A Quantitative Geometric Approach to Neural-Network Smoothness NIPS 2022
Module-Aware Optimization for Auxiliary Learning NIPS 2022
Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network CVPR 2022
Globally Injective ReLU Networks JMLR 2022
Hierarchical Graph Transformer with Adaptive Node Sampling NIPS 2022
A Preordered RNN Layer Boosts Neural Machine Translation in Low Resource Settings COLING 2022
Monarch: Expressive Structured Matrices for Efficient and Accurate Training ICML 2022
Accelerating Code Search with Deep Hashing and Code Classification ACL 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge From GANs CVPR 2022
Learnable Sparse Filterbank for Speaker Verification INTERSPEECH 2022
Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks AAAI 2022
iCNN-Transformer: An improved CNN-Transformer with Channel-spatial Attention and Keyword Prediction for Automated Audio Captioning INTERSPEECH 2022
Interactiveness Field in Human-Object Interactions CVPR 2022
Mixture-of-Experts with Expert Choice Routing NIPS 2022
High Quality Segmentation for Ultra High-Resolution Images CVPR 2022
A Stochastic Momentum Accelerated Quasi-Newton Method for Neural Networks (Student Abstract) AAAI 2022
Analyzing and Mitigating Interference in Neural Architecture Search ICML 2022
MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks AAAI 2022
Not All Bits have Equal Value: Heterogeneous Precisions via Trainable Noise NIPS 2022
Objective Metrics to Evaluate Residual-Echo Suppression During Double-Talk in the Stereophonic Case INTERSPEECH 2022
Confidence Histograms for Model Reliability Analysis and Temperature Calibration MIDL 2022