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Robert Birke

Identifiers

  • name variant Robert Birke 0.60 · backfill

Papers (28)

  1. Match & Choose: Model Selection Framework for Fine-tuning Text-to-Image Diffusion Models cs.LG · 2025 · author #2
  2. Building an Accelerated OpenFOAM Proof-of-Concept Application using Modern C++ cs.MS · 2025 · author #4
  3. Optimization-Free Universal Watermark Forgery with Regenerative Diffusion Models cs.MM · 2025 · author #4
  4. Exploring energy consumption of AI frameworks on a 64-core RV64 Server CPU cs.DC · 2025 · author #5
  5. SFDDM: Single-fold Distillation for Diffusion models cs.CV · 2024 · author #3
  6. DALLMi: Domain Adaption for LLM-based Multi-label Classifier cs.CL · 2024 · author #4
  7. TabuLa: Harnessing Language Models for Tabular Data Synthesis cs.LG · 2023 · author #2
  8. BatMan-CLR: Making Few-shots Meta-Learners Resilient Against Label Noise cs.LG · 2023 · author #2
  9. A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms cs.AR · 2023 · author #21
  10. Model-Agnostic Federated Learning cs.LG · 2023 · author #4
  11. Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning cs.DC · 2023 · author #3
  12. Permutation-Invariant Tabular Data Synthesis cs.LG · 2022 · author #3
  13. FCT-GAN: Enhancing Table Synthesis via Fourier Transform cs.LG · 2022 · author #2
  14. CTAB-GAN+: Enhancing Tabular Data Synthesis cs.LG · 2022 · author #3
  15. Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data cs.LG · 2021 · author #2
  16. Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators cs.CV · 2021 · author #4
  17. DTGAN: Differential Private Training for Tabular GANs cs.LG · 2021 · author #2
  18. Enhancing Robustness of On-line Learning Models on Highly Noisy Data cs.LG · 2021 · author #2
  19. CTAB-GAN: Effective Table Data Synthesizing cs.LG · 2021 · author #4
  20. End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models cs.LG · 2020 · author #4
  21. PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters cs.DC · 2020 · author #5
  22. TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise cs.LG · 2020 · author #3
  23. ExpertNet: Adversarial Learning and Recovery Against Noisy Labels cs.LG · 2020 · author #2
  24. QActor: On-line Active Learning for Noisy Labeled Stream Data cs.LG · 2020 · author #4
  25. RAD: On-line Anomaly Detection for Highly Unreliable Data cs.LG · 2019 · author #2
  26. Differential Approximation and Sprinting for Multi-Priority Big Data Engines cs.DC · 2019 · author #1
  27. WiSE-ALE: Wide Sample Estimator for Approximate Latent Embedding cs.LG · 2019 · author #3
  28. Online Label Aggregation: A Variational Bayesian Approach cs.LG · 2018 · author #4

Mentions

  • 2508.10993 #2 · arxiv_oai · confidence 0.70 Robert Birke
  • 2108.07927 #2 · arxiv_oai · confidence 0.70 Robert Birke
  • 2507.18268 #4 · arxiv_oai · confidence 0.70 Robert Birke
  • 2506.06018 #4 · arxiv_oai · confidence 0.70 Robert Birke
  • 2306.15552 #21 · arxiv_oai · confidence 0.70 Robert Birke
  • 2504.03774 #5 · arxiv_oai · confidence 0.70 Robert Birke
  • 2310.12746 #2 · arxiv_oai · confidence 0.70 Robert Birke
  • 2405.14961 #3 · arxiv_oai · confidence 0.70 Robert Birke
  • 2405.01883 #4 · arxiv_oai · confidence 0.70 Robert Birke
  • 2303.04906 #4 · arxiv_oai · confidence 0.70 Robert Birke
  • 2302.07946 #3 · arxiv_oai · confidence 0.70 Robert Birke
  • 2309.06046 #2 · arxiv_oai · confidence 0.70 Robert Birke
  • 2211.09286 #3 · arxiv_oai · confidence 0.70 Robert Birke
  • 2210.06239 #2 · arxiv_oai · confidence 0.70 Robert Birke
  • 2204.00401 #3 · arxiv_oai · confidence 0.70 Robert Birke
  • 2108.02032 #4 · arxiv_oai · confidence 0.70 Robert Birke
  • 2107.02521 #2 · arxiv_oai · confidence 0.70 Robert Birke
  • 2102.08369 #4 · arxiv_oai · confidence 0.70 Robert Birke
  • 2103.10824 #2 · arxiv_oai · confidence 0.70 Robert Birke
  • 1807.07291 #4 · arxiv_oai · confidence 0.70 Robert Birke
  • 2011.06833 #4 · arxiv_oai · confidence 0.70 Robert Birke
  • 2010.00501 #5 · arxiv_oai · confidence 0.70 Robert Birke
  • 2007.06324 #3 · arxiv_oai · confidence 0.70 Robert Birke
  • 2007.05305 #2 · arxiv_oai · confidence 0.70 Robert Birke
  • 2001.10399 #4 · arxiv_oai · confidence 0.70 Robert Birke
  • 1911.04383 #2 · arxiv_oai · confidence 0.70 Robert Birke
  • 1909.05531 #1 · arxiv_oai · confidence 0.70 Robert Birke
  • 1902.06160 #3 · arxiv_oai · confidence 0.70 Robert Birke

Frequent Coauthors