% Key papers for Distillation with causal and adaptive guidance (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2019_relational_14727, title = {{Relational Knowledge Distillation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{icml2018_born_36555, title = {{Born Again Neural Networks}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2018}, url = {https://icml.cc/virtual/2018/poster/2404}, } @inproceedings{aaai2020_online_101886, title = {{Online Knowledge Distillation with Diverse Peers}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5746}, } @inproceedings{cvpr2024_logit_24025, title = {{Logit Standardization in Knowledge Distillation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30792}, } @inproceedings{cvpr2020_heterogeneous_15639, title = {{Heterogeneous Knowledge Distillation Using Information Flow Modeling}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2023_multi_21609, title = {{Multi-Level Logit Distillation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21953}, } @inproceedings{cvpr2021_wasserstein_18139, title = {{Wasserstein Contrastive Representation Distillation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2023_diswot_20808, title = {{DisWOT: Student Architecture Search for Distillation WithOut Training}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23283}, } @inproceedings{cvpr2022_evaluation_18782, title = {{Evaluation-Oriented Knowledge Distillation for Deep Face Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2024_freekd_23508, title = {{FreeKD: Knowledge Distillation via Semantic Frequency Prompt}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29756}, } @inproceedings{aaai2022_robust_2660, title = {{Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/06089-robust-and-resource-efficient-data-free-knowledge-distillation-by-generative-pseudo-replay/}, } @inproceedings{neurips2023_one_67076, title = {{One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/72626}, } @inproceedings{aaai2021_data_359, title = {{Data-Free Knowledge Distillation with Soft Targeted Transfer Set Synthesis}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/10245-data-free-knowledge-distillation-with-soft-targeted-transfer-set-synthesis/}, } @inproceedings{cvpr2021_revisiting_17759, title = {{Revisiting Knowledge Distillation: An Inheritance and Exploration Framework}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{iclr2021_undistillable_29957, title = {{Undistillable: Making A Nasty Teacher That CANNOT teach students}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2021}, url = {https://iclr.cc/virtual/2021/poster/3114}, } @inproceedings{iclr2023_better_32440, title = {{Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/11265}, } @inproceedings{aaai2025_unlocking_11173, title = {{Unlocking the Potential of Reverse Distillation for Anomaly Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32601}, } @inproceedings{neurips2023_kd_67975, title = {{KD-Zero: Evolving Knowledge Distiller for Any Teacher-Student Pairs}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71799}, } @inproceedings{neurips2022_what_64032, title = {{What Makes a "Good" Data Augmentation in Knowledge Distillation - A Statistical Perspective}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55331}, } @inproceedings{icml2021_zero_40128, title = {{Zero-Shot Knowledge Distillation from a Decision-Based Black-Box Model}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/10257}, } @inproceedings{aaai2025_uncertainty_11138, title = {{Uncertainty-aware Knowledge Tracing}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35007}, } @inproceedings{aaai2025_can_8384, title = {{Can Students Beyond the Teacher? Distilling Knowledge from Teacher’s Bias}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34400}, } @inproceedings{aaai2025_distilling_8768, title = {{Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32399}, } @inproceedings{aaai2025_dynamic_8843, title = {{Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33180}, } @inproceedings{aaai2024_cooperative_5509, title = {{Cooperative Knowledge Distillation: A Learner Agnostic Approach}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29322}, } @inproceedings{aaai2025_adaptive_8028, title = {{Adaptive Dual Guidance Knowledge Distillation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34031}, } @inproceedings{iclr2024_knowledge_34243, title = {{Knowledge Distillation Based on Transformed Teacher Matching}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18832}, } @inproceedings{aaai2026_s_100040, title = {{S^2-KD: Semantic-Spectral Knowledge Distillation Spatiotemporal Forecasting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37091}, } @inproceedings{iclr2024_on_33591, title = {{On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19484}, } @inproceedings{aaai2025_neural_10100, title = {{Neural Collapse Inspired Knowledge Distillation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34412}, } @inproceedings{neurips2024_understanding_73294, title = {{Understanding the Gains from Repeated Self-Distillation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94147}, } @inproceedings{iclr2025_speculative_81380, title = {{Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/30392}, } @inproceedings{aaai2025_all_8087, title = {{All You Need in Knowledge Distillation Is a Tailored Coordinate System}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34457}, } @inproceedings{iclr2024_aug_34893, title = {{AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18181}, } @inproceedings{iclr2024_bayes_35658, title = {{Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17415}, } @inproceedings{iclr2025_miniplm_83757, title = {{MiniPLM: Knowledge Distillation for Pre-training Language Models}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/28062}, } @inproceedings{aaai2026_heterogeneous_104923, title = {{Heterogeneous Complementary Distillation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38112}, }