Optimization & Theory

PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023 Patch-level Neighborhood Interpolation: A General and Effective Graph-based Regularization Strategy ACML 2023 Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023 Perception-Oriented Single Image Super-Resolution Using Optimal Objective Estimation CVPR 2023 Perturbation Analysis of Neural Collapse ICML 2023 Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning NeurIPS 2023 Phase diagram of early training dynamics in deep neural networks: effect of the learning rate, depth, and width NeurIPS 2023 PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation ACL 2023 Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention EMNLP 2023 Plateau-Reduced Differentiable Path Tracing CVPR 2023 Plug-and-Play Document Modules for Pre-trained Models ACL 2023 Polarity Is All You Need to Learn and Transfer Faster ICML 2023 Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control NeurIPS 2023 Polynomial Implicit Neural Representations for Large Diverse Datasets CVPR 2023 Polynomially Over-Parameterized Convolutional Neural Networks Contain Structured Strong Winning Lottery Tickets NeurIPS 2023 PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation CVPR 2023 Post-Processing Temporal Action Detection CVPR 2023 Powderworld: A Platform for Understanding Generalization via Rich Task Distributions ICLR 2023 Practical Network Acceleration With Tiny Sets CVPR 2023 Practical Sharpness-Aware Minimization Cannot Converge All the Way to Optima NeurIPS 2023 Precise Asymptotic Analysis of Deep Random Feature Models COLT 2023 Predicting Temporal Sets with Simplified Fully Connected Networks AAAI 2023 Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023 Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers NeurIPS 2023 Primal and Dual Analysis of Entropic Fictitious Play for Finite-sum Problems ICML 2023