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Model Architecture

4,351 papers

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Papers

QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection CVPR 2022
EtinyNet: Extremely Tiny Network for TinyML AAAI 2022
4-bit Conformer with Native Quantization Aware Training for Speech Recognition INTERSPEECH 2022
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective IJCAI 2022
Efficient Computation of Higher-Order Subgraph Attribution via Message Passing ICML 2022
Boundary-Guided Camouflaged Object Detection IJCAI 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training NIPS 2022
LUL’s WMT22 Automatic Post-Editing Shared Task Submission EMNLP 2022
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo CVPR 2022
Unify and Conquer: How Phonetic Feature Representation Affects Polyglot Text-To-Speech (TTS) INTERSPEECH 2022
B-Cos Networks: Alignment Is All We Need for Interpretability CVPR 2022
GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale NIPS 2022
Self-explaining deep models with logic rule reasoning NIPS 2022
Equivariant Deep Dynamical Model for Motion Prediction AISTATS 2022
Robust Models Are More Interpretable Because Attributions Look Normal ICML 2022
Effective and Efficient Query-aware Snippet Extraction for Web Search EMNLP 2022
Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework EMNLP 2022
Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor NIPS 2022
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy CVPR 2022
PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression WACV 2022
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification AAAI 2022
Linearizing Transformer with Key-Value Memory EMNLP 2022
Multi Resolution Analysis (MRA) for Approximate Self-Attention ICML 2022
Generalizing Interactive Backpropagating Refinement for Dense Prediction Networks CVPR 2022
Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning ICML 2022