knowledge distillation

Share Your Attention: Transformer Weight Sharing via Matrix-based Dictionary Learning AAAI 2026 SharVeT: Similarity-aware Parameter Sharing with Vector-based Tuning for Efficient LLM Compression ACL 2026 ShieldRAG: Safeguarding Retrieval-Augmented Generation from Untrusted Knowledge Bases AAAI 2026 Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment AAAI 2026 SIF: Semantically In-Distribution Fingerprints for Large Vision-Language Models CVPR 2026 SigLino: Efficient Multi-Teacher Distillation for Agglomerative Vision Foundation Models CVPR 2026 Skill-Aware Data Selection and Fine-Tuning for Data-Efficient Reasoning Distillation ACL 2026 SkillSight: Efficient First-Person Skill Assessment with Gaze CVPR 2026 SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder AAAI 2026 SPAR: Single-Pass Any-Resolution ViT for Open-vocabulary Segmentation CVPR 2026 SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving EACL 2026 Spectrally Distilled Representations Aligned with Instruction-Augmented LLMs for Satellite Imagery CVPR 2026 SPEED-Q: Staged Processing with Enhanced Distillation Towards Efficient Low-Bit On-Device VLM Quantization AAAI 2026 SRA: Span Representation Alignment for Large Language Model Distillation ACL 2026 StableMaterials: Enhancing Diversity in Material Generation via Semi-Supervised Learning CVPR 2026 Steering Pretrained Drafters During Speculative Decoding AAAI 2026 StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs Through Knowledge-Reasoning Fusion AAAI 2026 Stratified Knowledge-Density Super-Network for Scalable Vision Transformers AAAI 2026 Stratos: An End-to-End Distillation Pipeline for Customized LLMs Under Distributed Cloud Environments AAAI 2026 StreamDiT: Real-Time Streaming Text-to-Video Generation CVPR 2026 Streamlined Knowledge Distillation CVPR 2026 Structure-Aware Representation Distillation for Tiny-Dense Object Segmentation CVPR 2026 Subspace-Guided Knowledge Distillation for Efficient Model Transfer WACV 2026 Surrogate as Teacher: Distillation-Guided Graph Poisoning Attack AAAI 2026 Sylloscope at SemEval-2026 Task 11: Decoupling Logic from Belief via DeepSeek-Enhanced Distillation in Qwen Models SemEval 2026