Symbolic Distillation

Latest papers 27

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  1. Mitigating the Length-Scaling Tax with Online Distillation

    Sep 30, 2026Xu Wan, Wenyue Xu, Shengjie Zhao +1Sequential ScalingSymbolic Distillation

  2. Salt++: Context-Aligned Post-Training for Few-Step Streaming Multimodal Generation

    Sep 29, 2026Xingtong Ge, Yutong Wang, Lunjie Zhu +7Audio-Video GenerationFew-Step Generation

  3. ColNanoVDR: Document-Free Query Distillation for Multi-Vector Visual Document Retrieval via Optimal Transport

    Sep 28, 2026Zhuchenyang Liu, Ziyi Wang, Yao Zhang +1Visual Document RetrievalRetrievers

  4. Recursive Harness Distillation across Agents for Robot Manipulation

    Sep 27, 2026Seungyeon Kim, Junhoo Lee, Minkyu Kim +2Robotic ManipulationSymbolic Distillation

  5. Harness-Zero: Harness Distillation via Agent-as-Harness

    Sep 21, 2026Haoran Ye, Yuxing Lu, Haonan Dong +2Agent HarnessSymbolic Distillation

  6. Learning Prognostic Variables for AI Convective Parameterizations via Symbolic Distillation

    Sep 21, 2026Jurij Schönfeld, Tom Beucler, Julien Savre +2Global Climate ModelsAutoencoder Architectures

  7. Train What You Deploy: Closing the MLP Reachability Gap in Low-Rank Clone Distillation

    Sep 2, 2026Wenhui Chen, Zhifeng Li, Jie Zhou +5Teacher-Student DistillationProbe-Logit Distillation

  8. A Certificate-Producing Cascade for Equational Implication: The SAIR EQT2 Stage 2 Solver

    Sep 1, 2026Haobo Ma, Wenlin Zhang, Manuel Israel CázaresEquivalenceTheorem Proving

  9. Anti-Shortcut Distillation via Temporal Negative Knowledge Transfer

    Aug 12, 2026Syed Muhammad Raza, Omer Tariq, Jeongbae SonKnowledge DistillationSymbolic Distillation

  10. DUET: A Diversity-Quality Duet of Distillation Experts for Two-Step Video Generation

    Aug 10, 2026Zian Li, Litong Gong, Borui Liao +6Video GenerationSymbolic Distillation

  11. GeoMFD: Continual Drone-View Geo-Localization with Geometry-Aware Adapter and Margin-Field Distillation

    Jul 28, 2026Zhongwei Chen, Hai-jun Rong, Tao Zhang +4Drone-View Geo-LocalizationGeogs-Slam

  12. TIDE: Trustworthy and Interpretable Battery Degradation Estimation with Contextual Learning and Symbolic Distillation

    Jul 16, 2026Wen Yang Tan, Jiawei Li, Fang Liu +4Lithium-Ion BatteriesDegradation

  13. SFKD: Spatial--Frequency Joint-Aware Heterogeneous Knowledge Distillation via Multi-Level Wavelet Spectral Interaction

    Jul 2, 2026Cuipeng Wang, Haipeng WangKnowledge DistillationWavelets

  14. SwiftAudio: Data-Efficient Caption-Only Distillation for One-Step Text-to-Audio Diffusion-based Generation

    Jun 30, 2026Binh Mai, Tran Quoc Bao Le, Hung Dinh +1Text-To-AudioAudio Understanding

  15. Data-Forcing Distillation: Restoring Diversity and Fidelity in Few-Step Video Generation

    Jun 16, 2026Siyi Chen, Shaowei Liu, Yixuan Jia +4Video Diffusion ModelsFew-Step Distillation

  16. Trajectory-Refined Distillation

    Jun 7, 2026Li Jiang, Haoran Xu, Yichuan Ding +1Symbolic DistillationTeacher

  17. Subliminal Learning Is Steering Vector Distillation

    May 31, 2026Camila Blank, Agam Bhatia, Senthooran Rajamanoharan +2Multiple Prompt Learning FrameworksSteering

  18. VE2VF: Vision-Enabled to Vision-Free Distillation via Real-world Reinforcement Learning for Robust Contact-Rich Manipulation

    May 28, 2026Victor Kowalski, Chengxi Li, Dongheui LeeReal-World Manipulation TasksTeacher-Student Distillation

  19. Reasoning-preserved Efficient Distillation of Large Language Models via Activation-aware Initialization

    May 28, 2026Junlin He, Yihong Tang, Tong Nie +5Efficient Large Language ModelSymbolic Distillation

  20. DIVER: Diving Deeper into Distilled Data via Expressive Semantic Recovery

    May 12, 2026Qianxin Xia, Zhiyong Shu, Wenbo Jiang +3Diffusion-Based Dataset DistillationSymbolic Distillation

  21. GaitKD: A Universal Decoupled Distillation Framework for Efficient Gait Recognition

    Apr 29, 2026Yuqi Li, Qian Zhou, Huiran Duan +5Gait RecognitionKnowledge Distillation

  22. GSCompleter: A Distillation-Free Plugin for Metric-Aware 3D Gaussian Splatting Completion in Seconds

    Apr 22, 2026Ao Gao, Jingyu Gong, Xin Tan +3Dynamic 3D Gaussian SplattingCompletion

  23. Guiding Distribution Matching Distillation with Gradient-Based Reinforcement Learning

    Apr 21, 2026Linwei Dong, Ruoyu Guo, Ge Bai +3Few-Step DistillationDistribution Matching Distillation

  24. When Perplexity Lies: Generation-Focused Distillation of Hybrid Sequence Models

    Mar 27, 2026Juan Gabriel Kostelec, Qinghai GuoEffective DistillationSymbolic Distillation