Representation Learning

miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings ACL 2023 Mind the Pool: Convolutional Neural Networks Can Overfit Input Size ICLR 2023 MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework EMNLP 2023 Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform ICLR 2023 Minimum Description Length and Generalization Guarantees for Representation Learning NeurIPS 2023 Minimum norm interpolation by perceptra: Explicit regularization and implicit bias NeurIPS 2023 Minority Oversampling for Imbalanced Data via Class-Preserving Regularized Auto-Encoders AISTATS 2023 Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields NeurIPS 2023 MIReAD: Simple Method for Learning High-quality Representations from Scientific Documents ACL 2023 MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition ACL 2023 MISC210K: A Large-Scale Dataset for Multi-Instance Semantic Correspondence CVPR 2023 Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing With Non-Learnable Primitives CVPR 2023 MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies ACL 2023 MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers CVPR 2023 MixSynthFormer: A Transformer Encoder-like Structure with Mixed Synthetic Self-attention for Efficient Human Pose Estimation ICCV 2023 Mixtures of All Trees AISTATS 2023 MMD-B-Fair: Learning Fair Representations with Statistical Testing AISTATS 2023 MMEL: A Joint Learning Framework for Multi-Mention Entity Linking UAI 2023 Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract) AAAI 2023 Modality-Agnostic Debiasing for Single Domain Generalization CVPR 2023 Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder NeurIPS 2023 Modality Unifying Network for Visible-Infrared Person Re-Identification ICCV 2023 Model-Aware Contrastive Learning: Towards Escaping the Dilemmas ICML 2023 Model Compression for DNN-based Speaker Verification Using Weight Quantization Interspeech 2023 ModelDiff: A Framework for Comparing Learning Algorithms ICML 2023