knowledge distillation

Novel Parasitic Dual-Scale Modeling for Efficient and Accurate Multilingual Speech Translation Interspeech 2025 OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models EMNLP 2025 OGP-Net: Optical Guidance Meets Pixel-Level Contrastive Distillation for Robust Multi-Modal and Missing Modality Segmentation AAAI 2025 On Collaborating Small and Large Models For Few-shot Intent Detection EMNLP 2025 On-Device Diffusion Transformer Policy for Efficient Robot Manipulation ICCV 2025 One-Shot Knowledge Transfer for Scalable Person Re-Identification ICCV 2025 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 Local Overfitting and Forgetting in Deep Neural Networks AAAI 2025 On Multilingual Encoder Language Model Compression for Low-Resource Languages IJCNLP 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 Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation ICLR 2025 Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference ICLR 2025 Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration AAAI 2025 Optimizing Quantized Diffusion Models via Distillation with Cross-Timestep Error Correction AAAI 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025 PAP2PAT: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairs ACL 2025 PAT: Pruning-Aware Tuning for Large Language Models AAAI 2025 Perspective-Aware Teaching: Adapting Knowledge for Heterogeneous Distillation ICCV 2025 Photolithography Overlay Map Generation with Implicit Knowledge Distillation Diffusion Transformer ICCV 2025 PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025 PISCO: Pretty Simple Compression for Retrieval-Augmented Generation ACL 2025 Plug-and-Play Interpretable Responsible Text-to-Image Generation via Dual-Space Multi-facet Concept Control CVPR 2025