Optimization & Theory

Efficient Classification of Very Large Images With Tiny Objects CVPR 2022 Efficient Dataset Distillation using Random Feature Approximation NeurIPS 2022 EfficientFormer: Vision Transformers at MobileNet Speed NeurIPS 2022 Efficient Hyper-parameter Search for Knowledge Graph Embedding ACL 2022 Efficient learning of nonlinear prediction models with time-series privileged information NeurIPS 2022 Efficiently Modeling Long Sequences with Structured State Spaces ICLR 2022 Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting JMLR 2022 Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022 Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022 Efficient Riemannian Meta-Optimization by Implicit Differentiation AAAI 2022 Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models NeurIPS 2022 Efficient Training of Low-Curvature Neural Networks NeurIPS 2022 Efficient Two-Stage Progressive Quantization of BERT EMNLP 2022 Efficient yet Competitive Speech Translation: FBK@IWSLT2022 ACL 2022 Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation CVPR 2022 Eigenspace Restructuring: A Principle of Space and Frequency in Neural Networks COLT 2022 E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models ACL 2022 Elastic-Link for Binarized Neural Networks AAAI 2022 ELIC: Efficient Learned Image Compression With Unevenly Grouped Space-Channel Contextual Adaptive Coding CVPR 2022 Embedded Ensembles: infinite width limit and operating regimes AISTATS 2022 Emergent Structures and Training Dynamics in Large Language Models ACL 2022 Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width NeurIPS 2022 Enabling Detailed Action Recognition Evaluation Through Video Dataset Augmentation NeurIPS 2022 Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization NeurIPS 2022 Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal EMNLP 2022