Knowledge Distillation

One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models CVPR 2025 On Explaining Knowledge Distillation: Measuring and Visualising the Knowledge Transfer Process WACV 2025 On Multilingual Encoder Language Model Compression for Low-Resource Languages IJCNLP 2025 On Synthesizing Data for Context Attribution in Question Answering ACL 2025 On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models NAACL 2025 On the Byzantine-Resilience of Distillation-Based Federated Learning ICLR 2025 On the Generalization vs Fidelity Paradox in Knowledge Distillation ACL 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025 Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation ICLR 2025 OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025 Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration AAAI 2025 Optimizing Quantized Diffusion Models via Distillation with Cross-Timestep Error Correction AAAI 2025 PaCA: Partial Connection Adaptation for Efficient Fine-Tuning ICLR 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025 Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation CVPR 2025 Patch Ranking: Token Pruning as Ranking Prediction for Efficient CLIP WACV 2025 Perspective-Aware Teaching: Adapting Knowledge for Heterogeneous Distillation ICCV 2025 Photolithography Overlay Map Generation with Implicit Knowledge Distillation Diffusion Transformer ICCV 2025 PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025 Pilot: Building the Federated Multimodal Instruction Tuning Framework AAAI 2025 pingan-team at SemEval-2025 Task 2: LoRA-Augmented Qwen2.5 with Wikidata-Driven Entity Translation SemEval 2025 PISCO: Pretty Simple Compression for Retrieval-Augmented Generation ACL 2025 Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models ACL 2025 POSITION BIAS MITIGATES POSITION BIAS: Mitigate Position Bias Through Inter-Position Knowledge Distillation EMNLP 2025 PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation EMNLP 2025