Optimization & Theory

Entropy-Driven Mixed-Precision Quantization for Deep Network Design NeurIPS 2022 EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine NeurIPS 2022 ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding ACL 2022 EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models Interspeech 2022 Equal Bits: Enforcing Equally Distributed Binary Network Weights AAAI 2022 Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention EMNLP 2022 Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions With Superior OOD Generalization CVPR 2022 Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing EMNLP 2022 Evolution of Neural Tangent Kernels under Benign and Adversarial Training NeurIPS 2022 Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer AAAI 2022 Exact learning dynamics of deep linear networks with prior knowledge NeurIPS 2022 Execution-based Evaluation for Data Science Code Generation Models EMNLP 2022 Experimental Standards for Deep Learning in Natural Language Processing Research EMNLP 2022 Explaining Classes through Stable Word Attributions ACL 2022 Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes NeurIPS 2022 Exploiting Explainable Metrics for Augmented SGD CVPR 2022 Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022 Exploring the Gap between Collapsed & Whitened Features in Self-Supervised Learning ICML 2022 Exponential Separations in Symmetric Neural Networks NeurIPS 2022 Exposing and Exploiting Fine-Grained Block Structures for Fast and Accurate Sparse Training NeurIPS 2022 ExSum: From Local Explanations to Model Understanding NAACL 2022 Extended Unconstrained Features Model for Exploring Deep Neural Collapse ICML 2022 Extragradient Method: O(1/K) Last-Iterate Convergence for Monotone Variational Inequalities and Connections With Cocoercivity AISTATS 2022 Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study NeurIPS 2022 EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring NeurIPS 2022