Knowledge Distillation

FlashVSR: Towards Real-time Diffusion-Based Streaming Video Super Resolution CVPR 2026 Flow Map Distillation Without Data CVPR 2026 FlowSteer: Guiding Few-Step Image Synthesis with Authentic Trajectories CVPR 2026 FRAMER: Frequency-Aligned Self-Distillation with Adaptive Modulation Leveraging Diffusion Priors for Real-World Image Super-Resolution CVPR 2026 From Form to Logic: Masked Reconstruction and Reasoning Distillation for Short Video Fake News Detection ACL 2026 From Infusion to Assimilation Distillation for Medical Image Segmentation CVPR 2026 From Selection to Scheduling: Federated Geometry-Aware Correction Makes Exemplar Replay Work Better under Continual Dynamic Heterogeneity CVPR 2026 FVAR: Next-Focus Prediction for Visual Autoregressive Modeling CVPR 2026 GeoGuide: Hierarchical Geometric Guidance for Open-Vocabulary 3D Semantic Segmentation CVPR 2026 GTR-Turbo: Merged Checkpoint is Secretly a Free Teacher for Agentic VLM Training CVPR 2026 HAD: Heterogeneity-Aware Distillation for Lifelong Heterogeneous Learning CVPR 2026 Hist2Style: Histogram-Guided Stylization with Bilateral Grids CVPR 2026 Human-Centric Multi-Exposure Fusion: Benchmark and Bi-level Cognition Distillation Framework CVPR 2026 IMKD: Intensity-Aware Multi-Level Knowledge Distillation for Camera-Radar Fusion WACV 2026 Incremental Object Detection via Future-Aware Decoupled Cross-Head Distillation CVPR 2026 InstantRetouch: Efficient and High-Fidelity Instruction-Guided Image Retouching with Bilateral Space CVPR 2026 InstantViR: Real-Time Video Inverse Problem Solver with Distilled Diffusion Prior CVPR 2026 InstructMix2Mix: Consistent Sparse-View Editing Through Multi-View Model Personalization CVPR 2026 Interpretable Spatial-Temporal Forecasting via Additive Neural Decomposition and Knowledge Distillation UAI 2026 Interpretable Traces, Unexpected Outcomes: Investigating the Disconnect in Trace-Based Knowledge Distillation ACL 2026 Intervention-Aware Multiscale Representation Learning from Imaging Phenomics and Perturbation Transcriptomics CVPR 2026 LEAP: Layer-wise Exit-Aware Pretraining for Efficient Transformer Inference ACL 2026 Learning from Itself: Mining Internal Knowledge from Vision Language Models for Continual Learning CVPR 2026 Learning Shortcut Models for Efficient Recursive Reasoning ACL 2026 Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models ACL 2026