neural network optimization

Automated Knowledge Distillation via Monte Carlo Tree Search ICCV 2023 AutoReP: Automatic ReLU Replacement for Fast Private Network Inference ICCV 2023 AutoRL Hyperparameter Landscapes AutoML 2023 B2T Connection: Serving Stability and Performance in Deep Transformers ACL 2023 Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism AAAI 2023 Balanced Training for Sparse GANs NeurIPS 2023 BALTO: fast tensor program optimization with diversity-based active learning ICLR 2023 Benign Overfitting in Two-layer ReLU Convolutional Neural Networks ICML 2023 Better Loss Landscape Visualization for Deep Neural Networks with Trajectory Information ACML 2023 BEVFormer v2: Adapting Modern Image Backbones to Bird's-Eye-View Recognition via Perspective Supervision CVPR 2023 Beyond NaN: Resiliency of Optimization Layers in the Face of Infeasibility AAAI 2023 Beyond the Edge of Stability via Two-step Gradient Updates ICML 2023 Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers ICML 2023 Bi-Level Meta-Learning for Few-Shot Domain Generalization CVPR 2023 Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization NeurIPS 2023 Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint ICLR 2023 Complexity-Guided Slimmable Decoder for Efficient Deep Video Compression CVPR 2023 Continual Learning with Scaled Gradient Projection AAAI 2023 Convergence of Adam Under Relaxed Assumptions NeurIPS 2023 CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU AAAI 2023 CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness AAAI 2023 Deep Directly-Trained Spiking Neural Networks for Object Detection ICCV 2023 DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network CVPR 2023 Deep Transformers without Shortcuts: Modifying Self-attention for Faithful Signal Propagation ICLR 2023 DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization ICCV 2023