conftrace_

representation space

46 papers

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Co-occurring keywords

representation learning (6206) knowledge distillation (3725) large language model (13587) contrastive learning (4032) vision-language model (2348) language model (4599) generative model (2892) cross-modal retrieval (351) cross-lingual transfer (1477) multilingual language model (444)

Papers

Exploring Concreteness Through a Figurative Lens ACL 2026
TRACE: Trajectory-based Activation Change Estimation for Task-specific Data Selection AAAI 2026
Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models ACL 2026
High-Dimensional Interlingual Representations of Large Language Models ACL 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025
Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models EMNLP 2025
An Orthogonal High-Rank Adaptation for Large Language Models EMNLP 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models ACL 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations EMNLP 2025
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets CVPR 2025
Tell Me What You Don’t Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing ACL 2025
From Representation Space to Prognostic Insights: Whole Slide Image Generation with Hierarchical Diffusion Model for Survival Prediction AAAI 2025
Learning Equi-angular Representations for Online Continual Learning CVPR 2024
Curved Representation Space of Vision Transformers AAAI 2024
Do Vision and Language Encoders Represent the World Similarly? CVPR 2024
Resource-Aware Federated Self-Supervised Learning with Global Class Representations NIPS 2024
Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis EMNLP 2024
ALVIN: Active Learning Via INterpolation EMNLP 2024
Anomaly Score: Evaluating Generative Models and Individual Generated Images based on Complexity and Vulnerability CVPR 2024
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NIPS 2024
Return of Unconditional Generation: A Self-supervised Representation Generation Method NIPS 2024
kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers EMNLP 2023
Continual Vision-Language Representation Learning with Off-Diagonal Information ICML 2023
Space Engage: Collaborative Space Supervision for Contrastive-Based Semi-Supervised Semantic Segmentation ICCV 2023
Distilling Large Vision-Language Model with Out-of-Distribution Generalizability ICCV 2023