neural network optimization

Channel Pruning via Lookahead Search Guided Reinforcement Learning WACV 2022 Chaotic Dynamics are Intrinsic to Neural Network Training with SGD NeurIPS 2022 CHEX: CHannel EXploration for CNN Model Compression CVPR 2022 Combating the instability of mutual information-based losses via regularization UAI 2022 Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks COLING 2022 Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks NeurIPS 2022 Conditionally Gaussian PAC-Bayes AISTATS 2022 Continual Learning with Guarantees via Weight Interval Constraints ICML 2022 Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022 Convergence Rates of Non-Convex Stochastic Gradient Descent Under a Generic Lojasiewicz Condition and Local Smoothness ICML 2022 DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks WACV 2022 Deep Active Learning by Leveraging Training Dynamics NeurIPS 2022 Deep Differentiable Logic Gate Networks NeurIPS 2022 Deep Non-crossing Quantiles through the Partial Derivative AISTATS 2022 Deep Optimization Prior for THz Model Parameter Estimation WACV 2022 Delving Into the Estimation Shift of Batch Normalization in a Network CVPR 2022 DN-DETR: Accelerate DETR Training by Introducing Query DeNoising CVPR 2022 DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks ICML 2022 Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo CVPR 2022 Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention IJCAI 2022 Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning CVPR 2022 DyRep: Bootstrapping Training With Dynamic Re-Parameterization CVPR 2022 Early Stage Convergence and Global Convergence of Training Mildly Parameterized Neural Networks NeurIPS 2022 Efficient Hyper-parameter Search for Knowledge Graph Embedding ACL 2022 Efficient Non-Parametric Optimizer Search for Diverse Tasks NeurIPS 2022