Representation Learning

ALOFT: A Lightweight MLP-Like Architecture With Dynamic Low-Frequency Transform for Domain Generalization CVPR 2023 AMR-TST: Abstract Meaning Representation-based Text Style Transfer ACL 2023 A Multi-Scale Attentive Transformer for Multi-Instrument Symbolic Music Generation Interspeech 2023 Analyzing Diffusion as Serial Reproduction ICML 2023 Anchor3DLane: Learning To Regress 3D Anchors for Monocular 3D Lane Detection CVPR 2023 An Inductive Bias for Tabular Deep Learning NeurIPS 2023 An Information Theory Perspective on Variance-Invariance-Covariance Regularization NeurIPS 2023 Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization ACL 2023 A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023 Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors AAAI 2023 A Picture of the Space of Typical Learnable Tasks ICML 2023 A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023 Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023 Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations ICML 2023 ArgAnalysis35K : A large-scale dataset for Argument Quality Analysis ACL 2023 A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis EMNLP 2023 AstroNet: When Astrocyte Meets Artificial Neural Network CVPR 2023 A Survey of Deep Learning for Mathematical Reasoning ACL 2023 A Textual Dataset for Situated Proactive Response Selection ACL 2023 Attack Can Benefit: An Adversarial Approach to Recognizing Facial Expressions under Noisy Annotations AAAI 2023 Attributed Graph Subspace Clustering with Graph-Boosting ACML 2023 Autonomous Manipulation Learning for Similar Deformable Objects via Only One Demonstration CVPR 2023 Auxiliary Losses for Learning Generalizable Concept-based Models NeurIPS 2023 Backdooring Neural Code Search ACL 2023 Backpropagation-Free Deep Learning with Recursive Local Representation Alignment AAAI 2023