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Model Architecture

4351 directly classified papers

Papers per year

Papers

FDViT: Improve the Hierarchical Architecture of Vision Transformer ICCV 2023
Optimizing Dynamic Neural Networks with Brainstorm OSDI 2023
Effectively Scheduling Computational Graphs of Deep Neural Networks toward Their Domain-Specific Accelerators OSDI 2023
Revisiting Token Dropping Strategy in Efficient BERT Pretraining ACL 2023
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings ACL 2023
CP3: Channel Pruning Plug-In for Point-Based Networks CVPR 2023
The Differentiable Lens: Compound Lens Search Over Glass Surfaces and Materials for Object Detection CVPR 2023
CompletionFormer: Depth Completion With Convolutions and Vision Transformers CVPR 2023
RepMode: Learning to Re-Parameterize Diverse Experts for Subcellular Structure Prediction CVPR 2023
A Large-Scale Homography Benchmark CVPR 2023
Combining Implicit-Explicit View Correlation for Light Field Semantic Segmentation CVPR 2023
EINNET: Optimizing Tensor Programs with Derivation-Based Transformations OSDI 2023
DropKey for Vision Transformer CVPR 2023
Tunable Convolutions With Parametric Multi-Loss Optimization CVPR 2023
Equivalent Transformation and Dual Stream Network Construction for Mobile Image Super-Resolution CVPR 2023
High-Frequency Stereo Matching Network CVPR 2023
Joint Token Pruning and Squeezing Towards More Aggressive Compression of Vision Transformers CVPR 2023
Slide-Transformer: Hierarchical Vision Transformer With Local Self-Attention CVPR 2023
DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network CVPR 2023
Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers CVPR 2023
NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis Based on Frequency Modulation IJCAI 2023
Latent Inspector: An Interactive Tool for Probing Neural Network Behaviors Through Arbitrary Latent Activation IJCAI 2023
RGB No More: Minimally-Decoded JPEG Vision Transformers CVPR 2023
Recurrent Vision Transformers for Object Detection With Event Cameras CVPR 2023
Network Expansion for Practical Training Acceleration CVPR 2023