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neural network architecture

362 papers

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Co-occurring keywords

neural network (6616) convolutional neural network (4216) model compression (3283) image classification (1943) representation learning (6174) object detection (2759) attention mechanism (3975) deep learning (2111) efficient computing (779) computer vision (735)

Papers

Ordinal Potential-based Player Rating AISTATS 2024
VanillaNet: the Power of Minimalism in Deep Learning NIPS 2023
Efficient Controllable Multi-Task Architectures ICCV 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks CVPR 2023
ML-Decoder: Scalable and Versatile Classification Head WACV 2023
Investigating how ReLU-networks encode symmetries NIPS 2023
Spurious Valleys and Clustering Behavior of Neural Networks ICML 2023
MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods ICML 2023
Andronicus of Rhodes at SemEval-2023 Task 4: Transformer-Based Human Value Detection Using Four Different Neural Network Architectures ACL 2023
CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling ICML 2023
Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning EMNLP 2023
End-to-End Learning for Optimization via Constraint-Enforcing Approximators AAAI 2023
Learning from Partially Annotated Data: Example-aware Creation of Gap-filling Exercises for Language Learning ACL 2023
Integral Neural Networks CVPR 2023
Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model EMNLP 2023
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference NIPS 2023
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies NIPS 2023
Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions NIPS 2023
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition NIPS 2023
Adding Conditional Control to Text-to-Image Diffusion Models ICCV 2023
The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior ICCV 2023
Regarding Topology and Variant Frame Rates for Differentiable WFST-based End-to-End ASR INTERSPEECH 2023
Andronicus of Rhodes at SemEval-2023 Task 4: Transformer-Based Human Value Detection Using Four Different Neural Network Architectures SEMEVAL 2023
Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving CVPR 2023
Learning Layer-wise Equivariances Automatically using Gradients NIPS 2023