FS
Farrin Marouf Sofian
cs.LGcs.CVcs.AIcs.CLstat.ML
On Valency
published · living versionsW_thuve42j·v1 · currentpublished
Parallel Language Models via Variational Decoding
with Felix Draxler, Robin C. Geyer, Daniel Geyfman, Justus Will +11
1 version
Preprints & journals
8 papers in the corpus · 2023–2026Parallel Language Models via Variational Decoding2610.26693v1 · Felix Draxler, Robin C. Geyer, Daniel Geyfman et al.2026 · 0 citationsarXivon Valency
Variational Test-time Optimization for Diffusion Synchronization2606.15614v2 · Hyunsoo Lee, Farrin Marouf Sofian, Kushagra Pandey et al.2026 · 0 citationsarXiv
Hierarchical Variational Policies for Reward-Guided Diffusion2605.21661v1 · Kushagra Pandey, Farrin Marouf Sofian, Jan Niklas Groeneveld et al.2026 · 0 citationsarXiv
Parallel Token Prediction for Language Models2512.21323v2 · Felix Draxler, Justus Will, Farrin Marouf Sofian et al.2025 · 0 citationsarXiv
Control-Augmented Autoregressive Diffusion for Data Assimilation2510.06637v3 · Prakhar Srivastava, Farrin Marouf Sofian, Francesco Immorlano et al.2025 · 0 citationsarXiv
Variational Control for Guidance in Diffusion Models2502.03686v2 · Kushagra Pandey, Farrin Marouf Sofian, Felix Draxler et al.2025 · 0 citationsarXiv
SonicDiffusion: Audio-Driven Image Generation and Editing with Pretrained Diffusion Models2405.00878v1 · Burak Can Biner, Farrin Marouf Sofian, Umur Berkay Karakas et al.2024 · 2 citationsarXiv
GECTurk: Grammatical Error Correction and Detection Dataset for Turkish2309.11346v1 · Atakan Kara, Farrin Marouf Sofian, Andrew Bond et al.2023 · 4 citationsarXiv
Career total: 8 works. 8 are in this corpus.
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