knowledge distillation

Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification EMNLP 2025 Leveraging Unlabeled Audio-Visual Data in Speech Emotion Recognition using Knowledge Distillation Interspeech 2025 Leveraging Unpaired Feedback for Long-Term LLM-based Recommendation Tuning EMNLP 2025 Lifting by Gaussians: A Simple Fast and Flexible Method for 3D Instance Segmentation WACV 2025 LightBSR: Towards Lightweight Blind Super-Resolution via Discriminative Implicit Degradation Representation Learning ICCV 2025 Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025 Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval AAAI 2025 LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation ICCV 2025 Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025 Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning AAAI 2025 LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs ACL 2025 LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing ICLR 2025 LLaVA-KD: A Framework of Distilling Multimodal Large Language Models ICCV 2025 LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation ICLR 2025 LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation AAAI 2025 LLM-assisted Entropy-based Adaptive Distillation for Unsupervised Fine-grained Visual Representation Learning ICCV 2025 LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering EMNLP 2025 LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025 LLM-Guided Co-Training for Text Classification EMNLP 2025 LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation ACL 2025 Local Dense Logit Relations for Enhanced Knowledge Distillation ICCV 2025 Logic Distillation: Learning from Code Function by Function for Decision-making Tasks IJCAI 2025 LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning CVPR 2025 Logits-Based Finetuning EMNLP 2025 LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation EMNLP 2025