“To address these limitations, we propose HyperJoin, a large language model (LLM)-augmented Hypergraph framework for Joinable table discovery.”

“The article highlights the model's ability to sample a move distribution instead of crunching Stockfish lines, and its 'Stockfish-trained' nature, meaning it imitates Stockfish's choices without using the engine itself. It also mentions temperature sweet-spots for different model styles.”

“B-Trans effectively leverage the wisdom of crowds, yielding superior semantic diversity while achieving better task performance compared to deterministic baselines.”

“The paper derives fundamental estimation limits for a wide-band near-field sensing systems employing orthogonal frequency-division multiplexing signaling over a coherent processing interval.”

“The formation of secondary and tertiary vortices coincides with transient increases in kinetic energy, a behavior absent in the Newtonian case.”

“The paper shows that commutative Frobenius pseudomonoids in the bicategory of spans are in correspondence with 2-Segal cosymmetric sets.”

“The electron energy spectrum exhibits a clear signature of the quantum coherence and sensitivity to the transition frequency of the emitter.”

“The study employs cross-spectral analysis techniques to characterize the coherent dynamics of the flow, providing insight into the influence of geometry on unsteady swirl dynamics.”

“The paper demonstrates a proof-of-concept generative surrogate for reconstructing coherent turbulent dynamics between sparse snapshots.”

“The paper discusses 'nonlocally interacting spin systems realized by coupling many atoms to a delocalized mode of light.'”

“R-Debater achieves higher single-turn and multi-turn scores compared with strong LLM baselines, and human evaluation confirms its consistency and evidence use.”

“Three-dimensional lattices are found to be fundamentally non-radiative due to the inhibition of spontaneous emission, with decay only at discrete Bragg resonances.”

“The Bayesian DP algorithm alternates between posterior updates and value iteration, employing an estimator for the risk-based Bellman operator that combines Monte Carlo sampling with convex optimization.”

“The oscillations are instead *enhanced*, decaying much slower than in the PXP limit.”

“The paper identifies the tangent map with the dual HKR map and proves liftability along square-zero extensions to be a derived invariant.”

“OptiVote integrates sign stochastic gradient descent (signSGD) with a majority-vote (MV) aggregation principle and pulse-position modulation (PPM), where each satellite conveys local gradient signs by activating orthogonal PPM time slots.”

“Mirage achieves high realism and temporal consistency across diverse editing scenarios.”

“The paper highlights that the combination of the double seesaw mechanism and A4 flavour alignments yields a leading-order TBM structure, corrected by a single rotation in the (1-3) sector.”

“The paper presents a class of QSLs formulated in terms of the two-parameter Sharma-Mittal entropy (SME), applicable to finite-dimensional systems evolving under general nonunitary dynamics.”

“The conductivity exhibits heavy-tailed fluctuations characterized by a power-law decay with exponent $α\approx 2.3$--$2.5$, indicating a finite mean but a divergent variance.”

“The paper reveals a tunable regime of ergodicity breaking due to quantum many-body scars, manifested as long-lived coherent oscillations that persist across a much broader range of parameters than previously observed, including at the equilibrium phase transition point.”

“"Diffusion knows transparency." Generative video priors can be repurposed, efficiently and label-free, into robust, temporally coherent perception for challenging real-world manipulation.”

“The coherent population trapping (CPT) resonance exhibits a pronounced dependence on the microwave power and detuning, resulting in measurable changes in resonance contrast, linewidth, and center frequency.”

“初期のStable Diffusion（v1.5/2.1）を触ったエンジニアなら、文字を入れる指示を出した際の惨状を覚えているでしょう。”

“The DOPO network faithfully reproduces the quantum critical behavior of the XY model.”

“UniMAGE achieves state-of-the-art performance among open-source models, generating logically coherent video scripts and visually consistent keyframe images.”

“The theory enables predictive design of bright, high-photon-number quantum states at tunable frequencies.”

“The method recovers coherent signals and reaches the instrumental precision limit of ~30 cm/s.”

“Adding more AI to a late or poorly defined project makes it confusing faster.”

“In theory it's possible to generate infinitely long coherent 2k videos at 32fps with custom LoRAs with prompts on any timestamps.”

“DA360 shows substantial gains over its base model, achieving over 50% and 10% relative depth error reduction on indoor and outdoor benchmarks, respectively. Furthermore, DA360 significantly outperforms robust panoramic depth estimation methods, achieving about 30% relative error improvement compared to PanDA across all three test datasets.”

“Uniform corruption does not respect how information is distributed across positions, and token-wise marginal training cannot capture multi-token dependencies during parallel decoding.”

“SR-MCR improves both answer accuracy and reasoning coherence across a broad set of visual benchmarks; among open-source models of comparable size, SR-MCR-7B achieves state-of-the-art performance with an average accuracy of 81.4%.”

“CoAgent significantly improves coherence, visual consistency, and narrative quality in long-form video generation.”

“Previously, I often hesitated about how to utilize generative AI, but this time, I would like to briefly summarize the ideas that many people have talked about so far.”

“SAM 3D produces more coherent roof geometry and sharper boundaries compared to TRELLIS.”

“The paper finds an information critical phase where the coherent information saturates to a fractional value, indicating that a finite fraction of logical information is still preserved.”

“A2P-Vis operationalizes co-analysis end-to-end, improving the real-world usefulness of automated data analysis for practitioners.”

“The study reveals pronounced optical anisotropy and the emergence of hyperbolic regime in the NIR.”

“The research focuses on the synergistic effect of coherent absorption and plasmon-enhanced graphene.”

“The research focuses on understanding the transport properties in Indium Gallium Zinc Oxide (IGZO).”

“The paper elucidates ergotropy underlying mechanisms in general QBs and establishes a rigorous framework for optimizing ergotropy and charging efficiency.”

“The QPS framework may thus bridge fundamental theory and practical quantum engineering, offering a promising coherent pathway to understand, control, and exploit decoherence at the nanoscience frontier.”

“InstructMoLE utilizes a global routing signal, Instruction-Guided Routing (IGR), derived from the user's comprehensive instruction. This ensures that a single, coherently chosen expert council is applied uniformly across all input tokens, preserving the global semantics and structural integrity of the generation process.”

“SirenPose enforces coherent keypoint predictions across both spatial and temporal dimensions.”

“Our approach leverages a Markov chain framework with a recall mechanism, where each state represents a short-length VAE-GAN video generator. This setup enables the sequential connection of generated video sub-sequences, maintaining temporal dependencies and resulting in meaningful long video sequences.”

“By detuning the stochastic-field central frequency relative to the coherent drive (especially for narrow bandwidths), we observe pronounced changes in emission characteristics, including selective enhancement or suppression, and reshaping of the multi-peaked fluorescence spectrum when the detuning matches the generalized Rabi frequency.”

“The ΣR statistic, a novel detection metric, effectively recovers signal energy dispersed across adjacent frequency bins, leading to an order-of-magnitude enhancement in the effective detection volume.”

“The authors find that the exponential slope 'b' strongly depends on $Q^2$ and $W$.”

“The PHIBP's architecture, grounded in the concept of absolute abundance, systematically borrows statistical strength from related regions and circumvents the known sensitivities of relative-rate methods to zero counts.”