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Neural Network Optimization

3,648 papers

Papers per year

Papers

Reflash Dropout in Image Super-Resolution CVPR 2022
Long-Term Visual Map Sparsification With Heterogeneous GNN CVPR 2022
Partial Class Activation Attention for Semantic Segmentation CVPR 2022
TO-FLOW: Efficient Continuous Normalizing Flows With Temporal Optimization Adjoint With Moving Speed CVPR 2022
LAS-AT: Adversarial Training With Learnable Attack Strategy CVPR 2022
Automated Progressive Learning for Efficient Training of Vision Transformers CVPR 2022
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization CVPR 2022
Learning To Anticipate Future With Dynamic Context Removal CVPR 2022
CHEX: CHannel EXploration for CNN Model Compression CVPR 2022
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow CVPR 2022
Towards Robust and Reproducible Active Learning Using Neural Networks CVPR 2022
Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning CVPR 2022
Training Quantised Neural Networks With STE Variants: The Additive Noise Annealing Algorithm CVPR 2022
Neural Architecture Search With Representation Mutual Information CVPR 2022
Deep Equilibrium Optical Flow Estimation CVPR 2022
Learning To Learn by Jointly Optimizing Neural Architecture and Weights CVPR 2022
Pooling Revisited: Your Receptive Field Is Suboptimal CVPR 2022
Patch Slimming for Efficient Vision Transformers CVPR 2022
It's All in the Teacher: Zero-Shot Quantization Brought Closer to the Teacher CVPR 2022
b-DARTS: Beta-Decay Regularization for Differentiable Architecture Search CVPR 2022
Exploring the Equivalence of Siamese Self-Supervised Learning via a Unified Gradient Framework CVPR 2022
PokeBNN: A Binary Pursuit of Lightweight Accuracy CVPR 2022
The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains EMNLP 2022
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation EMNLP 2022
GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization EMNLP 2022