knowledge distillation

Tracr-Injection: Distilling Algorithms into Pre-trained Language Models ACL 2025 Training Deep Neural Networks with Virtual Smoothing Classes AAAI 2025 Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models ICLR 2025 Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning CVPR 2025 TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization AAAI 2025 TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation EMNLP 2025 Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis ICCV 2025 TurboFill: Adapting Few-step Text-to-image Model for Fast Image Inpainting CVPR 2025 TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers’ Guidance EMNLP 2025 uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes NAACL 2025 UIPro: Unleashing Superior Interaction Capability For GUI Agents ICCV 2025 U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening CVPR 2025 Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation WACV 2025 Uncertainty-Instructed Structure Injection for Generalizable HD Map Construction CVPR 2025 UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER EMNLP 2025 UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models NAACL 2025 Unfolding A Few Structures for The Many: Memory-Efficient Compression of Conformer and Speech Foundation Models Interspeech 2025 UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation ICLR 2025 Unified Knowledge Maintenance Pruning and Progressive Recovery with Weight Recalling for Large Vision-Language Models AAAI 2025 Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation ACL 2025 Unleashing Vecset Diffusion Model for Fast Shape Generation ICCV 2025 Unlocking the Potential of Reverse Distillation for Anomaly Detection AAAI 2025 Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning ACL 2025 Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval ACL 2025 UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter Efficient Fine-Tuning of Large Models ACL 2025