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model architecture

324 papers

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neural network (6616) convolutional neural network (4216) vision transformer (1091) image classification (1943) neural architecture search (665) neural network optimization (1293) efficient computing (779) model compression (3283) attention mechanism (3975) deep learning (2111)

Papers

An (unhelpful) guide to selecting the best ASR architecture for your under-resourced language ACL 2023
An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models ACL 2023
Pretraining Without Attention EMNLP 2023
Revisiting Residual Networks for Adversarial Robustness CVPR 2023
Regularization of Polynomial Networks for Image Recognition CVPR 2023
Permutation Equivariant Neural Functionals NIPS 2023
Towards Anytime Classification in Early-Exit Architectures by Enforcing Conditional Monotonicity NIPS 2023
Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture NIPS 2023
YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors CVPR 2023
RIFormer: Keep Your Vision Backbone Effective but Removing Token Mixer CVPR 2023
RWKV: Reinventing RNNs for the Transformer Era EMNLP 2023
GEQ: Gaussian Kernel Inspired Equilibrium Models NIPS 2023
RNAS-MER: A Refined Neural Architecture Search With Hybrid Spatiotemporal Operations for Micro-Expression Recognition WACV 2023
“No Free Lunch” in Neural Architectures? A Joint Analysis of Expressivity, Convergence, and Generalization AUTOML 2023
Learning Activation Functions for Sparse Neural Networks AUTOML 2023
UniKW-AT: Unified Keyword Spotting and Audio Tagging INTERSPEECH 2022
EENAS: An Efficient Evolutionary Algorithm for Neural Architecture Search ACML 2022
Efficient Training of Low-Curvature Neural Networks NIPS 2022
GNN2GNN: Graph neural networks to generate neural networks UAI 2022
On the Symmetries of Deep Learning Models and their Internal Representations NIPS 2022
B-Cos Networks: Alignment Is All We Need for Interpretability CVPR 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs CVPR 2022
Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy NIPS 2022
Better Few-Shot Relation Extraction with Label Prompt Dropout EMNLP 2022
Analysis of Self-Attention Head Diversity for Conformer-based Automatic Speech Recognition INTERSPEECH 2022