Representation Learning

MAGE: MAsked Generative Encoder To Unify Representation Learning and Image Synthesis CVPR 2023 MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-robust Classifier AAAI 2023 ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning ACL 2023 Manifold-Preserving Transformers are Effective for Short-Long Range Encoding EMNLP 2023 Marginalization is not Marginal: No Bad VAE Local Minima when Learning Optimal Sparse Representations ICML 2023 MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset CVPR 2023 Masked Image Modeling With Local Multi-Scale Reconstruction CVPR 2023 Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling ACL 2023 Masked Motion Encoding for Self-Supervised Video Representation Learning CVPR 2023 Massively Multilingual Lexical Specialization of Multilingual Transformers ACL 2023 Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023 MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning AAAI 2023 Mitigating Memorization of Noisy Labels via Regularization between Representations ICLR 2023 MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies ACL 2023 Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling AAAI 2023 Modelling the Reduplicating Lushootseed Morphology with an FST and LSTM ACL 2023 Modular Memorability: Tiered Representations for Video Memorability Prediction CVPR 2023 Moment Matching Denoising Gibbs Sampling NeurIPS 2023 MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification AAAI 2023 Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic masking ACL 2023 Multi-Directional Subspace Editing in Style-Space ICCV 2023 Multi-Level Confidence Learning for Trustworthy Multimodal Classification AAAI 2023 Multi-Mask Label Mapping for Prompt-Based Learning AAAI 2023 Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding ACL 2023 Mutual Information-Based Temporal Difference Learning for Human Pose Estimation in Video CVPR 2023