representation space

Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models ACL 2026 Domain-Skewed Federated Learning with Feature Decoupling and Calibration CVPR 2026 Exploring Concreteness Through a Figurative Lens ACL 2026 TRACE: Trajectory-based Activation Change Estimation for Task-specific Data Selection AAAI 2026 An Orthogonal High-Rank Adaptation for Large Language Models EMNLP 2025 A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets CVPR 2025 Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CoNLL 2025 Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations EMNLP 2025 From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025 From Representation Space to Prognostic Insights: Whole Slide Image Generation with Hierarchical Diffusion Model for Survival Prediction AAAI 2025 High-Dimensional Interlingual Representations of Large Language Models ACL 2025 Learning Safety Constraints for Large Language Models ICML 2025 Persistent Topological Features in Large Language Models ICML 2025 Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models EMNLP 2025 Tell Me What You Don’t Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing ACL 2025 The Geometry of Categorical and Hierarchical Concepts in Large Language Models ICLR 2025 ALVIN: Active Learning Via INterpolation EMNLP 2024 Anomaly Score: Evaluating Generative Models and Individual Generated Images based on Complexity and Vulnerability CVPR 2024 Cross-domain Open-world Discovery ICML 2024 Curved Representation Space of Vision Transformers AAAI 2024 Do Vision and Language Encoders Represent the World Similarly? CVPR 2024 FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion ICML 2024 Learning Equi-angular Representations for Online Continual Learning CVPR 2024 Let Go of Your Labels with Unsupervised Transfer ICML 2024 Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NeurIPS 2024