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Model Architecture

4,351 papers

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Papers

Condensing CNNs With Partial Differential Equations CVPR 2022
PokeBNN: A Binary Pursuit of Lightweight Accuracy CVPR 2022
MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection CVPR 2022
Learned Queries for Efficient Local Attention CVPR 2022
DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos CVPR 2022
Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them From 2D Renderings CVPR 2022
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness CVPR 2022
Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models CVPR 2022
Linearizing Transformer with Key-Value Memory EMNLP 2022
Effective and Efficient Query-aware Snippet Extraction for Web Search EMNLP 2022
Rethinking Positional Encoding in Tree Transformer for Code Representation EMNLP 2022
A Template-based Method for Constrained Neural Machine Translation EMNLP 2022
Mixture of Attention Heads: Selecting Attention Heads Per Token EMNLP 2022
Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework EMNLP 2022
Leveraging Locality in Abstractive Text Summarization EMNLP 2022
Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity Recognition EMNLP 2022
Better Few-Shot Relation Extraction with Label Prompt Dropout EMNLP 2022
Measuring the Mixing of Contextual Information in the Transformer EMNLP 2022
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022
Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks EMNLP 2022
A Stacking-based Efficient Method for Toxic Language Detection on Live Streaming Chat EMNLP 2022
How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers EMNLP 2022
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models EMNLP 2022
Efficient Two-Stage Progressive Quantization of BERT EMNLP 2022
HW-TSC’s Submission for the WMT22 Efficiency Task EMNLP 2022