Machine Learning

Diversification Catalyzes Language Models’ Instruction Generalization To Unseen Semantics ACL 2025 Diversified Flow Matching with Translation Identifiability ICML 2025 Diversifying Query: Region-Guided Transformer for Temporal Sentence Grounding AAAI 2025 Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts ACL 2025 Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL 2025 Diversity-Aware Reinforcement Learning for de novo Drug Design IJCAI 2025 Diversity-Enhanced Distribution Alignment for Dataset Distillation ICCV 2025 Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding ACL 2025 Diversity-oriented Data Augmentation with Large Language Models ACL 2025 Diversity-Rewarded CFG Distillation ICLR 2025 DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation AAAI 2025 Divide and Conquer: Coordinating Multiplex Mixture of Graph Learners to Handle Multi-Omics Analysis IJCAI 2025 Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning ICCV 2025 Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025 Divide and Orthogonalize: Efficient Continual Learning with Local Model Space Projection UAI 2025 Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models AAAI 2025 Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025 Divide, Optimize, Merge: Scalable Fine-Grained Generative Optimization for LLM Agents EMNLP 2025 Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025 Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025 Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG ACL 2025 Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions? ACL 2025 Dividing Conflicting Items Fairly IJCAI 2025 Diving into the Fusion of Monocular Priors for Generalized Stereo Matching ICCV 2025 DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models EMNLP 2025