Techniques

Leveraging Unlabeled Data to Track Memorization ICLR 2023 LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval ICCV 2023 LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval ICLR 2023 LGI-GT: Graph Transformers with Local and Global Operators Interleaving IJCAI 2023 LightGlue: Local Feature Matching at Light Speed ICCV 2023 LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification ICLR 2023 Lipschitz constant estimation for 1D convolutional neural networks L4DC 2023 LipsFormer: Introducing Lipschitz Continuity to Vision Transformers ICLR 2023 Liquid Structural State-Space Models ICLR 2023 Local Intrinsic Dimensional Entropy AAAI 2023 Logit-based ensemble distribution distillation for robust autoregressive sequence uncertainties UAI 2023 LoGoNet: Towards Accurate 3D Object Detection With Local-to-Global Cross-Modal Fusion CVPR 2023 Long Document Summarization with Top-down and Bottom-up Inference EACL 2023 Long-range Multimodal Pretraining for Movie Understanding ICCV 2023 Long Text Classification using Transformers with Paragraph Selection Strategies EMNLP 2023 Lookaround Optimizer: k steps around, 1 step average NeurIPS 2023 LookupFFN: Making Transformers Compute-lite for CPU inference ICML 2023 Lossless Adaptation of Pretrained Vision Models For Robotic Manipulation ICLR 2023 Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit ICML 2023 Low-Rank Updates of pre-trained Weights for Multi-Task Learning ACL 2023 Low-Variance Gradient Estimation in Unrolled Computation Graphs with ES-Single ICML 2023 LTRC at SemEval-2023 Task 6: Experiments with Ensemble Embeddings SemEval 2023 MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-Linear Functions ICLR 2023 Machines of Finite Depth: Towards a Formalization of Neural Networks AAAI 2023 MagicFusion: Boosting Text-to-Image Generation Performance by Fusing Diffusion Models ICCV 2023