conservation_from_balance

"fixed percentage of CO2 to keep a constant level of dissolved CO2"

"carrying out a synchronization between the main control unit, the local control unit, and the metering control unit for the activation, at the time, of the metering valve by starting a first counter in the main control unit, a second counter in the local control unit, and a third counter in the metering control unit, by a counter state of the first counter being recorded by the second and third counters, and a difference of the counter state of the first counter, a counter state of the second counter, and a counter state of the third counter being taken into account in the actuation of the m"

"We present a plan for zone-based quantum computing and demonstrate necessary coherence-preserving qubit transport and pick-up/drop-off operations on large spatial scales, characterized through interleaved randomized benchmarking."

"We focus on the case of a one-form symmetry in 3+1 dimensions, and determine the fusion rule... explicit realization of this duality defect in the free Maxwell theory... non-abelian gauge theories and the Z_N lattice gauge theory."

"the geometry and material quality of our generated assets far exceed those of existing models"

"Turning on a coupling between one boundary and a further external auxiliary system which functions as a heat sink allows a two-sided otherwise-eternal black hole to evaporate on one side."

"MEMRL organizes memory into a structured Intent-Experience-Utility triplet... Utility-Driven Update refines these Q-values through environmental feedback, applying Monte Carlo style updates"

"This regularization process includes an initial phase of multi-turn RL on a base model to generate a policy initialization that is less susceptible to collapse, followed by using a reward bonus to amplify self-correction."

"Different from previous solutions that rely on XML files of Apps or mobile system metadata, Mobile-Agent allows for greater adaptability across diverse mobile operating environments in a vision-centric way"

"In General Relativity, black-hole superradiance is permitted by the ergoregion, that allows for energy, charge and angular momentum extraction from the vacuum, even at the classical level."

"We propose a best-practice recipe, ScaleRL, and demonstrate its effectiveness by successfully scaling and predicting validation performance on a single RL run scaled up to 100,000 GPU-hours."

"Test-Time Training (TTT) models context dependencies by adapting part of the model's weights (referred to as fast weights) during inference. This fast weight, akin to recurrent states in RNNs, stores temporary memories of past tokens"

"We probe the remnant’s Kerr nature by constraining the spectroscopic pattern of the dominant quadrupolar (ℓ = m = 2) mode and its first overtone to match the Kerr prediction to tens of percent at multiple post-peak times."

"This approach allows EMMA to jointly process various driving tasks in a unified language space"

"inspired by the ROME direct editing method... modify a sequence of layers and develop a way for thousands of modifications to be performed simultaneously"

"Under deterministic update semantics and minimality (no intra-tick ordering metadata), we derive atomic ticks (at most one event per tick). Explicit structural assumptions (conservation, no sources/sinks, pairwise locality, quantization in δℤ) force balanced double-entry postings"

"We reformulate recommendation problems as sequential transduction tasks within a generative modeling framework (Generative Recommenders), and propose a new architecture, HSTU, designed for high cardinality, non-stationary streaming recommendation data."

"the gated delta rule... combines both approaches... hardware-efficient chunkwise algorithm"

"the entire denoising process to be framed as a Markov Decision Process (MDP) in a stochastic environment, where GRPO is then applied to optimize the complete state-action sequence"

"we extend diffusion solvers to efficiently handle general noisy (non)linear inverse problems via approximation of the posterior sampling"

"the overheads required to ensure fault-tolerant quantum computing will significantly outpace the resources required for fault-tolerant classical computing"

"we propose PagedAttention, an attention algorithm inspired by the classical virtual memory and paging techniques in operating systems. On top of it, we build vLLM, an LLM serving system that achieves (1) near-zero waste in KV cache memory and (2) flexible sharing of KV cache within and across requests"

"the ponder cost ρt = N(t) + R(t) ... τP(x)"

"we propose CISPO, a novel RL algorithm to further enhance RL efficiency. CISPO clips importance sampling weights rather than token updates"

"Experiments on LoCoMo, LongMemEval, HotpotQA, and ALFWorld demonstrate that MemSkill improves task performance over strong baselines and generalizes well across settings."

"They can also have 't Hooft anomalies, which prevent us from gauging them, but lead to 't Hooft anomaly matching conditions. Such anomalies can also lead to anomaly inflow on various defects and exotic Symmetry Protected Topological phases."

"the same perturbation can cause a different network, that was trained on a different subset of the dataset, to misclassify the same input."

"Through multi-stage training on 23T tokens and comprehensive post-training with expert model iteration and reinforcement learning"

"SEARCH-R1 optimizes LLM reasoning trajectories with multi-turn search interactions, leveraging retrieved token masking for stable RL training"

"To support the pre-training phase, we have developed a dataset that currently consists of 2 trillion tokens"