Embedding Learning

FastGAS: Fast Graph-based Annotation Selection for In-Context Learning ACL 2024 FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model NeurIPS 2024 FATE: Feature-Agnostic Transformer-Based Encoder for Learning Generalized Embedding Spaces in Flow Cytometry Data WACV 2024 Federated Model Heterogeneous Matryoshka Representation Learning NeurIPS 2024 FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction NeurIPS 2024 Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval CVPR 2024 From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication ICLR 2024 FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion ACL 2024 Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person Views CVPR 2024 GenGO: ACL Paper Explorer with Semantic Features ACL 2024 Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks ICLR 2024 GESIS-DSM at PerpectiveArg2024: A Matter of Style? Socio-Cultural Differences in Argumentation ACL 2024 GIL-IIMAS UNAM at SemEval-2024 Task 1: SAND: An In Depth Analysis of Semantic Relatedness Using Regression and Similarity Characteristics SemEval 2024 GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval AAAI 2024 Graph Context Transformation Learning for Progressive Correspondence Pruning AAAI 2024 Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NeurIPS 2024 Graph Language Models ACL 2024 Greed is All You Need: An Evaluation of Tokenizer Inference Methods ACL 2024 GSVA: Generalized Segmentation via Multimodal Large Language Models CVPR 2024 HAMMER: Learning Entropy Maps To Create Accurate 3D Models in Multi-View Stereo WACV 2024 Harnessing Personalization Methods to Identify and Predict Unreliable Information Spreader Behavior NAACL 2024 HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024 Hierarchical Correlation Clustering and Tree Preserving Embedding CVPR 2024 Hierarchical Topic Modeling via Contrastive Learning and Hyperbolic Embedding COLING 2024 High-Order Semantic Alignment for Unsupervised Fine-Grained Image-Text Retrieval COLING 2024