Optimization & Theory

Learning Compact Features via In-Training Representation Alignment AAAI 2023 Learning Curves for Deep Structured Gaussian Feature Models NeurIPS 2023 Learning differentiable solvers for systems with hard constraints ICLR 2023 Learning Fractals by Gradient Descent AAAI 2023 Learning Layer-wise Equivariances Automatically using Gradients NeurIPS 2023 Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution NeurIPS 2023 Learning to Boost Training by Periodic Nowcasting Near Future Weights ICML 2023 Learning to Grow Pretrained Models for Efficient Transformer Training ICLR 2023 Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference ICLR 2023 Learning To Retain While Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation CVPR 2023 Learning To Zoom and Unzoom CVPR 2023 Learn Your Tokens: Word-Pooled Tokenization for Language Modeling EMNLP 2023 Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation ACL 2023 Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning EMNLP 2023 Less Is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation CVPR 2023 Lie Point Symmetry and Physics-Informed Networks NeurIPS 2023 LightClone: Speaker-guided Parallel Subnet Selection for Few-shot Voice Cloning Interspeech 2023 LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ACL 2023 LightSpeed: Light and Fast Neural Light Fields on Mobile Devices NeurIPS 2023 Limitless Stability for Graph Convolutional Networks ICLR 2023 Linear CNNs Discover the Statistical Structure of the Dataset Using Only the Most Dominant Frequencies ICML 2023 Linear Regularizers Enforce the Strict Saddle Property AAAI 2023 LINe: Out-of-Distribution Detection by Leveraging Important Neurons CVPR 2023 Lite DETR: An Interleaved Multi-Scale Encoder for Efficient DETR CVPR 2023 LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing NeurIPS 2023