Optimization & Theory

User-Controllable Arbitrary Style Transfer via Entropy Regularization AAAI 2023 Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules EMNLP 2023 VDN-NeRF: Resolving Shape-Radiance Ambiguity via View-Dependence Normalization CVPR 2023 VIPHY: Probing “Visible” Physical Commonsense Knowledge EMNLP 2023 VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers EMNLP 2023 VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution CVPR 2023 Wavelet Diffusion Models Are Fast and Scalable Image Generators CVPR 2023 Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data AAAI 2023 What Can we Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet Classifiers? ICLR 2023 What is the Inductive Bias of Flatness Regularization? A Study of Deep Matrix Factorization Models NeurIPS 2023 What Makes Data Suitable for a Locally Connected Neural Network? A Necessary and Sufficient Condition Based on Quantum Entanglement. NeurIPS 2023 What’s the Meaning of Superhuman Performance in Today’s NLU? ACL 2023 When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning ICLR 2023 When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability NeurIPS 2023 When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023 Why (and When) does Local SGD Generalize Better than SGD? ICLR 2023 Why Is the Winner the Best? CVPR 2023 Why Random Pruning Is All We Need to Start Sparse ICML 2023 Width and Depth Limits Commute in Residual Networks ICML 2023 Window-Based Distribution Shift Detection for Deep Neural Networks NeurIPS 2023 Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic ICLR 2023 Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms ICLR 2023 X-Pruner: eXplainable Pruning for Vision Transformers CVPR 2023 YANMTT: Yet Another Neural Machine Translation Toolkit ACL 2023 You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model CVPR 2023