Machine Learning

Dynamic Integration of Task-Specific Adapters for Class Incremental Learning CVPR 2025 Dynamic Interactive Bimodal Hypergraph Networks for Emotion Recognition in Conversations AAAI 2025 Dynamic Jointly Batch Selection for Data Efficient Machine Translation Fine-Tuning EMNLP 2025 DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs EMNLP 2025 Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification ACL 2025 Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification ICLR 2025 Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining ICLR 2025 Dynamic Low-Rank Sparse Adaptation for Large Language Models ICLR 2025 Dynamic Maintenance of Kernel Density Estimation Data Structure: From Practice to Theory UAI 2025 Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning ICML 2025 Dynamic Model-Bank Test-Time Adaptation for Automatic Speech Recognition EMNLP 2025 Dynamic Modeling of Patients, Modalities and Tasks via Multi-modal Multi-task Mixture of Experts ICLR 2025 Dynamic Multi-Interest Graph Neural Network for Session-Based Recommendation AAAI 2025 Dynamic Multi-Layer Null Space Projection for Vision-Language Continual Learning ICCV 2025 Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping ICLR 2025 Dynamic Multimodal Prototype Learning in Vision-Language Models ICCV 2025 Dynamic Multiple High-order Correlations Fusion with Noise Filtering for Incomplete Multi-view Noisy-label Learning IJCAI 2025 Dynamic Negative Guidance of Diffusion Models ICLR 2025 Dynamic Neighborhood Modeling via Node-Subgraph Contrastive Learning for Graph-Based Fraud Detection AAAI 2025 DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition EMNLP 2025 Dynamic Neural Fortresses: An Adaptive Shield for Model Extraction Defense ICLR 2025 Dynamic Operator Optimization for Efficient Multi-Tenant LoRA Model Serving AAAI 2025 Dynamic Order Template Prediction for Generative Aspect-Based Sentiment Analysis ACL 2025 Dynamic Parallel Tree Search for Efficient LLM Reasoning ACL 2025 Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025