Representation Learning

Pixel-Wise Warping for Deep Image Stitching AAAI 2023 POEM: Polarization of Embeddings for Domain-Invariant Representations AAAI 2023 Predicting Numerals in Text Using Nearest Neighbor Language Models ACL 2023 Preserve Context Information for Extract-Generate Long-Input Summarization Framework AAAI 2023 Preserving the Authenticity of Handwritten Learner Language: Annotation Guidelines for Creating Transcripts Retaining Orthographic Features ACL 2023 Principled Weight Initialisation for Input-Convex Neural Networks NeurIPS 2023 Priori Anchor Labels Supervised Scalable Multi-View Bipartite Graph Clustering AAAI 2023 Probing Representations for Document-level Event Extraction EMNLP 2023 Probing Sentiment-Oriented Pre-Training Inspired by Human Sentiment Perception Mechanism CVPR 2023 Progressive Deep Multi-View Comprehensive Representation Learning AAAI 2023 Progressive Disentangled Representation Learning for Fine-Grained Controllable Talking Head Synthesis CVPR 2023 Progressive Neighbor Consistency Mining for Correspondence Pruning CVPR 2023 Progressive Neighborhood Aggregation for Semantic Segmentation Refinement AAAI 2023 PromptARA: Improving Deep Representation in Hybrid Automatic Readability Assessment with Prompt and Orthogonal Projection EMNLP 2023 Provable Benefits of Representational Transfer in Reinforcement Learning COLT 2023 Provable Pathways: Learning Multiple Tasks over Multiple Paths AAAI 2023 PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning NeurIPS 2023 Q-Match: Self-Supervised Learning by Matching Distributions Induced by a Queue ACML 2023 QUADRo: Dataset and Models for QUestion-Answer Database Retrieval EMNLP 2023 RAFaRe: Learning Robust and Accurate Non-parametric 3D Face Reconstruction from Pseudo 2D&3D Pairs AAAI 2023 Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation EMNLP 2023 RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL 2023 Ranking-Enhanced Unsupervised Sentence Representation Learning ACL 2023 RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank ICML 2023 Raw Image Reconstruction With Learned Compact Metadata CVPR 2023