representation learning

A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence NeurIPS 2023 A theoretical study of inductive biases in contrastive learning ICLR 2023 A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs NeurIPS 2023 A theory of representation learning gives a deep generalisation of kernel methods ICML 2023 A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023 Audiovisual Masked Autoencoders ICCV 2023 Augmentation-Aware Self-Supervision for Data-Efficient GAN Training NeurIPS 2023 Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps ICLR 2023 Augment to Interpret: Unsupervised and Inherently Interpretable Graph Embeddings ACML 2023 A Universal Discriminator for Zero-Shot Generalization ACL 2023 Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? ICLR 2023 Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations Interspeech 2023 Autonomous Manipulation Learning for Similar Deformable Objects via Only One Demonstration CVPR 2023 Backdoor Defense via Deconfounded Representation Learning CVPR 2023 Backpropagation-Free Deep Learning with Recursive Local Representation Alignment AAAI 2023 Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning COLT 2023 Balaur: Language Model Pretraining with Lexical Semantic Relations EMNLP 2023 BASiS: Batch Aligned Spectral Embedding Space CVPR 2023 Basket Representation Learning by Hypergraph Convolution on Repeated Items for Next-basket Recommendation IJCAI 2023 Behavior Prior Representation learning for Offline Reinforcement Learning ICLR 2023 Be More Active! Understanding the Differences Between Mean and Sampled Representations of Variational Autoencoders JMLR 2023 Benign Overfitting in Two-layer ReLU Convolutional Neural Networks ICML 2023 BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023 Better Pre-Training by Reducing Representation Confusion EACL 2023 Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023