conftrace_

embedding space

337 papers

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Co-occurring keywords · papers mentioning both

representation learning (69) contrastive learning (37) word embedding (29) metric learning (28) embedding learning (26) deep metric learning (25) large language model (20) zero-shot learning (14) transfer learning (13) image retrieval (12)

Papers

Empowering Diffusion Models on the Embedding Space for Text Generation NAACL 2024 Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract) AAAI 2024 Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning WACV 2024 Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals ICLR 2024 Fine-Grained Alignment for Cross-Modal Recipe Retrieval WACV 2024 Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation NeurIPS 2024 Homophone2Vec: Embedding Space Analysis for Empirical Evaluation of Phonological and Semantic Similarity ACL 2024 Instruction Embedding: Latent Representations of Instructions Towards Task Identification NeurIPS 2024 Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NeurIPS 2024 Isotropy, Clusters, and Classifiers ACL 2024 KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation CVPR 2024 Label Supervised Contrastive Learning for Imbalanced Text Classification in Euclidean and Hyperbolic Embedding Spaces EACL 2024 Language Concept Erasure for Language-invariant Dense Retrieval EMNLP 2024 Leveraging Graph Structures to Detect Hallucinations in Large Language Models ACL 2024 Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort NAACL 2024 MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin ACL 2024 MINERS: Multilingual Language Models as Semantic Retrievers EMNLP 2024 Multicalibration for Confidence Scoring in LLMs ICML 2024 Noisy Neighbors: Efficient membership inference attacks against LLMs ACL 2024 Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024 One for All: A Universal Generator for Concept Unlearnability via Multi-Modal Alignment ICML 2024 Open-Vocabulary Segmentation with Semantic-Assisted Calibration CVPR 2024 OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning CVPR 2024 Predicting Age-related Macular Degeneration Progression from Retinal Optical Coherence Tomography with Intra-Subject Temporal Consistency MIDL 2024 QAGait: Revisit Gait Recognition from a Quality Perspective AAAI 2024