Representation Learning

Sharp Spectral Rates for Koopman Operator Learning NeurIPS 2023 SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network AAAI 2023 Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning CVPR 2023 Shrinking Embeddings for Hyper-Relational Knowledge Graphs ACL 2023 Siamese Image Modeling for Self-Supervised Vision Representation Learning CVPR 2023 Signed Laplacian Graph Neural Networks AAAI 2023 SimCKP: Simple Contrastive Learning of Keyphrase Representations EMNLP 2023 SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives EMNLP 2023 SimFIR: A Simple Framework for Fisheye Image Rectification with Self-supervised Representation Learning ICCV 2023 Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning WACV 2023 Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023 SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval ACL 2023 SimMatchV2: Semi-Supervised Learning with Graph Consistency ICCV 2023 SimPer: Simple Self-Supervised Learning of Periodic Targets ICLR 2023 Simple Disentanglement of Style and Content in Visual Representations ICML 2023 Simple Hardware-Efficient Long Convolutions for Sequence Modeling ICML 2023 Simpler neural networks prefer subregular languages EMNLP 2023 Simplicial Embeddings in Self-Supervised Learning and Downstream Classification ICLR 2023 Simplicial Hopfield networks ICLR 2023 Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions ACL 2023 Simplified State Space Layers for Sequence Modeling ICLR 2023 Simplified Temporal Consistency Reinforcement Learning ICML 2023 Simulating Network Paths with Recurrent Buffering Units AAAI 2023 SINE: Semantic-Driven Image-Based NeRF Editing With Prior-Guided Editing Field CVPR 2023 Single Depth-image 3D Reflection Symmetry and Shape Prediction ICCV 2023