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https://zot.news/article/decoupled-temporal-axis-yields-motion-prioritized-video-representations-efficiently-930ob8Zotpaperen2026-10-03T09:06:00.470ZDecoupled temporal axis yields motion-prioritized video representations efficiently https://zot.news/article/three-diffusion-rl-methods-unified-as-divergence-constrained-reward-maximizers-p1sacsZotpaperen2026-10-03T09:05:52.499ZThree diffusion RL methods unified as divergence-constrained reward maximizers https://zot.news/article/unmodified-posterior-sampling-achieves-minimax-regret-in-reinforcement-learning-u9um2sZotpaperen2026-10-03T09:05:40.815ZUnmodified posterior sampling achieves minimax regret in reinforcement learning https://zot.news/article/language-discrimination-training-reduces-the-multilingual-gap-in-speech-models-f8k8aiZotpaperen2026-10-03T09:05:36.231ZLanguage discrimination training reduces the multilingual gap in speech models 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decoder sublayers cuts multimodal model computation https://zot.news/article/restoring-softmax-gradient-symmetry-prevents-late-bf16-attention-instability-nkae0nZotpaperen2026-10-03T08:05:46.244ZRestoring softmax gradient symmetry prevents late BF16 attention instability https://zot.news/article/entropack-compresses-neural-weights-at-finely-adjustable-storage-rates-gheo7lZotpaperen2026-10-03T08:05:35.720ZEntroPack compresses neural weights at finely adjustable storage rates https://zot.news/article/geometry-aware-lora-optimization-improves-convergence-across-supervised-and-reinforcement-learning-bgettkZotpaperen2026-10-03T08:05:35.166ZGeometry-aware LoRA optimization improves convergence across supervised and reinforcement learning https://zot.news/article/compressed-world-models-make-zero-shot-driving-plans-far-faster-z37mlsZotpaperen2026-10-03T08:05:32.888ZCompressed world models make zero-shot driving plans far faster 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information mismatch in block diffusion language models https://zot.news/article/preserving-viewpoint-evidence-improves-text-guided-3d-scene-segmentation-qvfl5fZotpaperen2026-10-03T07:06:58.104ZPreserving viewpoint evidence improves text-guided 3D scene segmentation https://zot.news/article/early-answer-confidence-reveals-when-language-models-take-reasoning-shortcuts-1zjcw3Zotpaperen2026-10-03T07:06:50.957ZEarly answer confidence reveals when language models take reasoning shortcuts https://zot.news/article/a-method-that-generates-consistent-video-observations-across-multiple-vehicles-in-a-shared-driving-scene-br4f2hZotpaperen2026-10-03T07:06:40.868ZA method that generates consistent video observations across multiple vehicles in a shared driving scene https://zot.news/article/repurposing-backdoor-trigger-mechanisms-as-probes-for-adversarial-defense-in-clip-models-3a3zmqZotpaperen2026-10-03T07:06:32.882ZRepurposing backdoor trigger mechanisms as probes for adversarial defense in CLIP 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accelerates causal video diffusion to 50 FPS without quality loss https://zot.news/article/leverage-score-sampling-offers-scalable-diversity-for-language-model-pretraining-data-selection-mnygqeZotpaperen2026-10-03T06:07:30.512ZLeverage score sampling offers scalable diversity for language model pretraining data selection https://zot.news/article/limiting-tail-safety-failures-during-fine-tuning-beats-average-loss-defenses-no1w5wZotpaperen2026-10-03T06:07:28.020ZLimiting tail safety failures during fine-tuning beats average-loss defenses https://zot.news/article/dynamic-optimization-loop-aligns-3d-generators-with-2d-diffusion-priors-to-improve-realism-wbg16hZotpaperen2026-10-03T06:07:26.772ZDynamic optimization loop aligns 3D generators with 2D diffusion priors to improve realism https://zot.news/article/open-yodas-v3-corpus-delivers-11-million-hours-of-stereo-speech-3uf0dqZotpaperen2026-10-03T06:07:16.152ZOpen YODAS v3 corpus delivers 1.1 million hours of stereo speech 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