Representation Learning

RMIB: Representation Matching Information Bottleneck for Matching Text Representations ICML 2024 Road Network Representation Learning with the Third Law of Geography NeurIPS 2024 Robustness of Nonlinear Representation Learning ICML 2024 Robust Similarity Learning with Difference Alignment Regularization ICLR 2024 Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders ACL 2024 Scale-Free Image Keypoints Using Differentiable Persistent Homology ICML 2024 Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label AAAI 2024 Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets NeurIPS 2024 SDGAN: Disentangling Semantic Manipulation for Facial Attribute Editing AAAI 2024 SD-MVS: Segmentation-Driven Deformation Multi-View Stereo with Spherical Refinement and EM Optimization AAAI 2024 Search-Adaptor: Embedding Customization for Information Retrieval ACL 2024 See Detail Say Clear: Towards Brain CT Report Generation via Pathological Clue-driven Representation Learning EMNLP 2024 Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations NeurIPS 2024 Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching CVPR 2024 Self-Calibrating Vicinal Risk Minimisation for Model Calibration CVPR 2024 SelfCodeAlign: Self-Alignment for Code Generation NeurIPS 2024 Self-Distillation Regularized Connectionist Temporal Classification Loss for Text Recognition: A Simple Yet Effective Approach AAAI 2024 Self-Supervised Disentangled Representation Learning for Robust Target Speech Extraction AAAI 2024 Self-Supervised Representation Learning with Meta Comprehensive Regularization AAAI 2024 Self-supervised Transformation Learning for Equivariant Representations NeurIPS 2024 Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning AAAI 2024 Semantics or spelling? Probing contextual word embeddings with orthographic noise ACL 2024 Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024 Semformer: Transformer Language Models with Semantic Planning EMNLP 2024 Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph NeurIPS 2024