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Model Architecture

4,351 papers

Papers per year

Papers

Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning NIPS 2022
Two-Stage Octave Residual Network for End-to-End Image Compression AAAI 2022
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation WACV 2022
Elastic-Link for Binarized Neural Networks AAAI 2022
Logographic Information Aids Learning Better Representations for Natural Language Inference AACL 2022
Aligned Weight Regularizers for Pruning Pretrained Neural Networks ACL 2022
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres NIPS 2022
Fine-tuning Deep Neural Networks by Interactively Refining the 2D Latent Space of Ambiguous Images IJCAI 2022
Batch Normalization Tells You Which Filter Is Important WACV 2022
DDDM: A Brain-Inspired Framework for Robust Classification IJCAI 2022
Beyond Fixation: Dynamic Window Visual Transformer CVPR 2022
Rare Gems: Finding Lottery Tickets at Initialization NIPS 2022
Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training ICML 2022
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks NIPS 2022
Signal Processing for Implicit Neural Representations NIPS 2022
Neural Network Weights Do Not Converge to Stationary Points: An Invariant Measure Perspective ICML 2022
Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models ACL 2022
Learning to Solve PDE-constrained Inverse Problems with Graph Networks ICML 2022
Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks EMNLP 2022
On the Role of Spatial, Spectral, and Temporal Processing for DNN-based Non-linear Multi-channel Speech Enhancement INTERSPEECH 2022
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses ICML 2022
SHINE: SubHypergraph Inductive Neural nEtwork NIPS 2022
HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet CVPR 2022
Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing NIPS 2022
Overcoming Oscillations in Quantization-Aware Training ICML 2022