Knowledge Distillation

AbstractReasoner at SemEval-2026 Task 11: Reducing Content Effects via Knowledge Distillation and Structured Reasoning Prompts SemEval 2026 AICOE-Tredence at SemEval-2026 Task 11: Mitigating Content Bias in Syllogisms via Symbolic Logic-Language Decoupling SemEval 2026 An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision ACL 2026 AsymLoc: Towards Asymmetric Feature Matching for Efficient Visual Localization CVPR 2026 AVION: Aerial Vision-Language Instruction from Offline Teacher to Prompt-Tuned Network CVPR 2026 Can Compact Language Models Search Like Agents? Distillation-Guided Policy Optimization for Preserving Agentic RAG Capabilities ACL 2026 Chorus: Multi-Teacher Pretraining for Holistic 3D Gaussian Scene Encoding CVPR 2026 DeepAlign: Mitigating Modality Conflict through Modality-Specific Alignment CVPR 2026 Distillation Traps and Guards: A Calibration Knob for LLM Distillability ACL 2026 Distilling Balanced Knowledge from a Biased Teacher CVPR 2026 Distilling Quasi-Conformal Mapping: A Generalizable and Efficient Solution for Wide-Angle Correction CVPR 2026 Distilling Safe LLM Systems via Soft Prompts for On Device Settings UAI 2026 Distilling Unsigned Distance Function for Surface Reconstruction from 3D Gaussian Splatting CVPR 2026 DiT-Distill: Open-Set Fine-Grained Retrieval via Generative Curriculum Knowledge CVPR 2026 Dynamics of Learning under User Choice: Overspecialization and Peer-Model Probing UAI 2026 Estimating the Black-box LLM Uncertainty with Distribution-Aligned Adversarial Distillation ACL 2026 Foundry: Distilling 3D Foundation Models for the Edge CVPR 2026 Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation CVPR 2026 GeoSANE: Learning Geospatial Representations from Models, Not Data CVPR 2026 KDW at SemEval-2026 Task 12: Logic-Driven Distillation with Knowledge Graphs for Efficient Abductive Reasoning SemEval 2026 Knowledge Cascade: Reverse Knowledge Distillation on Nonparametric Multivariate Functional Estimation JMLR 2026 Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate ACL 2026 LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation ACL 2026 LEAF: Knowledge Distillation of Text Embedding Models with Teacher-Aligned Representations ACL 2026 LightReasoner: Can Small Language Models Teach Large Language Models Reasoning? ACL 2026