inference-time adaptation

Boosting Cross-problem Generalization in Diffusion-Based Neural Combinatorial Solver via Inference Time Adaptation AAAI 2026 DFKI-MLT at SemEval-2026 TASK 7: Steering Multilingual Models Towards Cultural Knowledge SemEval 2026 Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory EACL 2026 Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025 Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements ICLR 2025 Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025 ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models NeurIPS 2024 Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding NAACL 2024 Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention AAAI 2024 Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023 Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning EMNLP 2023 Robust Perception through Equivariance ICML 2023 Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries EMNLP 2023 Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers AAAI 2023 Generalization on Unseen Domains via Inference-Time Label-Preserving Target Projections CVPR 2021