Optimization & Theory

Maximum likelihood estimation in Gaussian process regression is ill-posed JMLR 2023 Max-Margin Works while Large Margin Fails: Generalization without Uniform Convergence ICLR 2023 MDL-NAS: A Joint Multi-Domain Learning Framework for Vision Transformer CVPR 2023 Measuring the Instability of Fine-Tuning ACL 2023 Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023 MECTA: Memory-Economic Continual Test-Time Model Adaptation ICLR 2023 MEGA: Multilingual Evaluation of Generative AI EMNLP 2023 Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation EMNLP 2023 Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023 Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis CVPR 2023 Mem-Rec: Memory Efficient Recommendation System using Alternative Representation ACML 2023 Meta-Learning with Adjoint Methods AISTATS 2023 Mimetic Initialization of Self-Attention Layers ICML 2023 MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition NeurIPS 2023 Minimizing the Accumulated Trajectory Error To Improve Dataset Distillation CVPR 2023 Minimizing Trajectory Curvature of ODE-based Generative Models ICML 2023 Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation ICML 2023 miniStreamer: Enhancing Small Conformer with Chunked-Context Masking for Streaming ASR Applications on the Edge Interspeech 2023 MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types ACL 2023 Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach ICLR 2023 Mitigating Memorization of Noisy Labels via Regularization between Representations ICLR 2023 Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling AAAI 2023 Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models’ Memories ACL 2023 MobileOne: An Improved One Millisecond Mobile Backbone CVPR 2023 MobileTL: On-Device Transfer Learning with Inverted Residual Blocks AAAI 2023