Knowledge Distillation

ChromaDistill : Colorizing Monochrome Radiance Fields with Knowledge Distillation WACV 2025 Chunk-Distilled Language Modeling ICLR 2025 CIARD: Cyclic Iterative Adversarial Robustness Distillation ICCV 2025 CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design ICLR 2025 Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification CVPR 2025 CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation ICCV 2025 CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025 ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning ACL 2025 Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning AAAI 2025 CMAD: Correlation-Aware and Modalities-Aware Distillation for Multimodal Sentiment Analysis with Missing Modalities ICCV 2025 CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ACL 2025 CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation EMNLP 2025 CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation IJCAI 2025 Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction IJCAI 2025 ComLoRA: A Competitive Learning Approach for Enhancing LoRA ICLR 2025 Comparative Knowledge Distillation WACV 2025 Competitive Distillation: A Simple Learning Strategy for Improving Visual Classification ICCV 2025 Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models EMNLP 2025 Confound from All Sides, Distill with Resilience: Multi-Objective Adversarial Paths to Zero-Shot Robustness ICCV 2025 ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning ACL 2025 ConQuer: A Framework for Concept-Based Quiz Generation NAACL 2025 Continuous Adverse Weather Removal via Degradation-Aware Distillation CVPR 2025 Controllable Unlearning for Image-to-Image Generative Models via ε-Constrained Optimization ICLR 2025 Controlling Equational Reasoning in Large Language Models with Prompt Interventions AAAI 2025 Co-Progression Knowledge Distillation with Knowledge Prototype for Industrial Anomaly Detection AAAI 2025