Optimization

Towards Stable and Efficient Adversarial Training against l_1 Bounded Adversarial Attacks ICML 2023 Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation ICLR 2023 Towards Viewpoint-Invariant Visual Recognition via Adversarial Training ICCV 2023 Tractable and Near-Optimal Adversarial Algorithms for Robust Estimation in Contaminated Gaussian Models JMLR 2023 Trade-off Between Efficiency and Consistency for Removal-based Explanations NeurIPS 2023 Trade-Off Between Robustness and Accuracy of Vision Transformers CVPR 2023 Trainability Preserving Neural Pruning ICLR 2023 Trainable Projected Gradient Method for Robust Fine-Tuning CVPR 2023 Trainable Weight Averaging: Efficient Training by Optimizing Historical Solutions ICLR 2023 Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models NeurIPS 2023 Training Debiased Subnetworks With Contrastive Weight Pruning CVPR 2023 Training Energy-Based Normalizing Flow with Score-Matching Objectives NeurIPS 2023 Training-Free Neural Active Learning with Initialization-Robustness Guarantees ICML 2023 Training-free Neural Architecture Search for RNNs and Transformers ACL 2023 Training Meta-Surrogate Model for Transferable Adversarial Attack AAAI 2023 Training neural operators to preserve invariant measures of chaotic attractors NeurIPS 2023 Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory NeurIPS 2023 Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023 Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings NeurIPS 2023 Transformed Distribution Matching for Missing Value Imputation ICML 2023 Transformer-based Planning for Symbolic Regression NeurIPS 2023 Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization ICML 2023 Transformer-based World Models Are Happy With 100k Interactions ICLR 2023 Transformers learn through gradual rank increase NeurIPS 2023 TranSFormer: Slow-Fast Transformer for Machine Translation ACL 2023