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@randall_balestr

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randall_balestr

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Last fetched 2026-05-14 00:34
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Recent items

The 15 most-recently-ingested items from this source, newest first.

Title Type Fetched
@randall_balestr: Delighted to announce our 3rd world modeling workshop! After NYC and Montreal, we are now headed to ... article 2026-05-12
@randall_balestr: - end-to-end image only JEPA world model training with SIGReg (no teacher-student, no EMA, no proble... article 2026-03-23
@randall_balestr: The DINO-WM result shows the need for stable-worldmodel ecosystem. We can't move forward if every pa... article 2026-02-24
@randall_balestr: It turns out that DINO-WM (take a strong foundation model and learn a forward dynamics model on top)... article 2026-02-24
@randall_balestr: World Modeling research needs fast iteration, reproducibility, optimized baselines, open-source, and... article 2026-02-24
@randall_balestr: JMM26 is coming! Here are two exciting events we are organizing around AI theory and SSL! The worksh... article 2026-01-02
@randall_balestr: We start having provable measures of alignment between pretraining setups and eval perfs: - CV arxiv... article 2026-01-01
@randall_balestr: We start having provable measures of alignment between pretraining setups and eval perfs: - CV arxiv... article 2026-01-01
@randall_balestr: From world modeling research to vulnerability discovery--OpenApps offers a fully open-source and sup... article 2025-12-10
@randall_balestr: From world modeling research to vulnerability discovery--OpenApps offers a fully open-source and sup... article 2025-12-10
@randall_balestr: If you are at #NeurIPS2025 and interested in (Le)JEPA: - I will be giving two short talks at the @AI... article 2025-12-02
@randall_balestr: if you have asymmetry (e.g. next frame from current frame) and actions (explaining the transition be... article 2025-11-21
@randall_balestr: Great questions! all those are different flavors of JEPAs based on your particular use-case. If you ... article 2025-11-21
@randall_balestr: Our findings also echo numerous other studies reaching that same conclusion, e.g., arxiv.org/abs/240... article 2025-11-21
@randall_balestr: With LeJEPA (arxiv.org/abs/2511.08544) it has never been easier to train JEPAs! And this matters A L... article 2025-11-21