Machine Learning

Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy ICCV 2025 Efficient Algorithms for Logistic Contextual Slate Bandits with Bandit Feedback UAI 2025 Efficient Alternating Minimization with Applications to Weighted Low Rank Approximation ICLR 2025 Efficient and Accurate Explanation Estimation with Distribution Compression ICLR 2025 Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection ACL 2025 Efficient and Context-Aware Label Propagation for Zero-/Few-Shot Training-Free Adaptation of Vision-Language Model ICLR 2025 Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product NAACL 2025 Efficient and Privacy-Preserving Soft Prompt Transfer for LLMs ICML 2025 Efficient and Rigorous Model-Agnostic Explanations IJCAI 2025 Efficient and Robust Neural Combinatorial Optimization via Wasserstein-Based Coresets ICLR 2025 Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025 Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025 Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data JMLR 2025 Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity ICML 2025 Efficient and Trustworthy Causal Discovery with Latent Variables and Complex Relations ICLR 2025 Efficient and Versatile Model for Multilingual Information Retrieval of Islamic Text: Development and Deployment in Real-World Scenarios EMNLP 2025 Efficient ANN-Guided Distillation: Aligning Rate-based Features of Spiking Neural Networks through Hybrid Block-wise Replacement CVPR 2025 Efficient Annotator Reliability Assessment with EffiARA ACL 2025 Efficient ANN-SNN Conversion with Error Compensation Learning ICML 2025 Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space AAAI 2025 Efficient Architectures for High Resolution Vision-Language Models COLING 2025 Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data IJCNLP 2025 Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution AAAI 2025 Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025 Efficient Biological Data Acquisition through Inference Set Design ICLR 2025