Knowledge Distillation

TM-BSN: Triangular-Masked Blind-Spot Network for Real-World Self-Supervised Image Denoising CVPR 2026 Towards Robust Multi-Modal Semantic Segmentation with Teacher-Student Framework and Hybrid Prototype Distillation CVPR 2026 Transition Matching Distillation for Fast Video Generation CVPR 2026 Trust-calibrated Collaborative Learning for Long-Tailed Visual Recognition CVPR 2026 UETrack: A Unified and Efficient Framework for Single Object Tracking CVPR 2026 Ultra-Low Bitrate Perceptual Image Compression with Shallow Encoder CVPR 2026 Uni-DAD: Unified Distillation and Adaptation of Diffusion Models for Few-step Few-shot Image Generation CVPR 2026 UniSH: Unifying Scene and Human Reconstruction in a Feed-Forward Pass CVPR 2026 View-aware Cross-modal Distillation for Multi-view Action Recognition WACV 2026 VL-Eraser: Vacuum Distillation for Machine Unlearning in Vision-Language Models CVPR 2026 WaDi: Weight Direction-aware Distillation for One-step Image Synthesis CVPR 2026 When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors ACL 2026 Who to Trust? Aggregating Client Predictions in Federated Distillation. UAI 2026 WPT: World-to-Policy Transfer via Online World Model Distillation CVPR 2026 YNU-HPCC at SemEval-2026 Task 12: Retrieval-Guided Reasoning with Teacher Distillation for Abductive Event Reasoning SemEval 2026 3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation EMNLP 2025 3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation AAAI 2025 A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models CVPR 2025 ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation ICCV 2025 A Compact Model for Mathematics Problem Representations Distilled from BERT AAAI 2025 A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition IJCAI 2025 Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025 Adaptive Dual Guidance Knowledge Distillation AAAI 2025 Adaptive Knowledge Distillation for Device-Directed Speech Detection Interspeech 2025 Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis ICCV 2025