Optimization & Theory

EffCRN: An Efficient Convolutional Recurrent Network for High-Performance Speech Enhancement Interspeech 2023 Effective Ambiguity Attack Against Passport-Based DNN Intellectual Property Protection Schemes Through Fully Connected Layer Substitution CVPR 2023 Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories ICML 2023 Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data ACL 2023 Efficient Deep Reinforcement Learning Requires Regulating Overfitting ICLR 2023 Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning AAAI 2023 Efficient Global Robustness Certification of Neural Networks via Interleaving Twin-Network Encoding (Extended Abstract) IJCAI 2023 Efficient Hierarchical Entropy Model for Learned Point Cloud Compression CVPR 2023 Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition EMNLP 2023 Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming ICML 2023 Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer EMNLP 2023 Efficient Mirror Detection via Multi-Level Heterogeneous Learning AAAI 2023 Efficient Multilingual Language Model Compression through Vocabulary Trimming EMNLP 2023 Efficient Multimodal Fusion via Interactive Prompting CVPR 2023 Efficient On-Device Training via Gradient Filtering CVPR 2023 Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition CVPR 2023 Efficient Skeleton-Based Action Recognition via Joint-Mapping Strategies WACV 2023 EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones ICCV 2023 EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention CVPR 2023 EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning ACL 2023 ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices ICCV 2023 EmbedTextNet: Dimension Reduction with Weighted Reconstruction and Correlation Losses for Efficient Text Embedding ACL 2023 Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions ICML 2023 Emergent Inabilities? Inverse Scaling Over the Course of Pretraining EMNLP 2023 EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization ICCV 2023