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A Methodological Framework for Explicit Control of the Speed-Accuracy Trade-off in Brain-Computer Interfaces

Announce Type: cross Abstract: Brain-computer interfaces (BCIs) are limited by low signal-to-noise ratio in modalities such as electroencephalography, which requires multiple trials to reliably decode user intentions. This induces a speed-accuracy trade-off, whereby higher accuracy comes at the cost of speed. The speed-accuracy balance is application-dependent, motivating controllable trade-offs.

arXiv CS 8d ago

DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets

arXiv:2511.05972v2 Announce Type: replace Abstract: Wireless networks are undergoing a paradigm shift toward massive connectivity with energy-efficient operation, driving the integration of satellite-terrestrial architectures with simultaneous wireless information and power transfer (SWIPT). Optimizing transmit beamforming and power splitting in such systems faces formidable challenges, e.g., time-varying channels and multi-tier interference, which create a complex decision landscape where...

arXiv CS 1d ago

Monthly property transactions completed in the UK with value of £40,000 or above

Monthly property transactions completed in the UK with value of £40,000 or above This series looks at monthly property transactions completed in the UK with value of £40,000 or above. Documents Details These National Statistics provide monthly estimates of the number of residential and non-residential property transactions in the UK and its constituent countries. National Statistics are accredited official statistics.

GOV.UK Statistics 12d ago

Evaluating the Impact of Task Granularity on Catastrophic Forgetting in Continual Learning

arXiv:2606.08013v1 Announce Type: new Abstract: Catastrophic forgetting, the abrupt loss of previously acquired knowledge upon learning new information, remains the central challenge in Continual Learning. This project investigates whether the order in which a model learns information affects how well it retains knowledge. Specifically, we ask: does learning general categories first (like "animals" vs "vehicles") before learning specific classes (like "dog" vs "cat") reduce forgetting...

arXiv CS 1d ago

'This is actually taking a page out of the Communist Party playbook': New White House proposal could deny scientists funding based on their political opinions

'This is actually taking a page out of the Communist Party playbook': New White House proposal could deny scientists funding based on their political opinions "It replaces expertise with political appointees, globally decouples the U.S. and completely guts our scientific ecosystem." The White House has proposed massive changes to the scientific process in the U.S. which, if passed, could make science funding dependent on the whims of political appointees. The Office of Management and Budget...

Space.com 1d ago

Distributed Instrument Simulation with Quantum Side Information in the One-Shot Regime

arXiv:2109.12586v5 Announce Type: replace-cross Abstract: Three distributed parties, two transmitters (Txs) and a receiver (Rx), hold one component each of a tripartite quantum state \(\rho^{A_1A_2C}\). The goal is to simulate the action of a separable instrument acting on the \(A_1\) and \(A_2\) components, with the Rx recovering the classical outcome. To enable this, each Tx \(k\) can transfer bits on a noiseless bit pipe and share randomness at rates \(R_k\) and \(C_k\), respectively,...

arXiv CS 2d ago

Continual Quadruped Robots Coordination via Semantic Skill Discovery

arXiv:2606.08102v1 Announce Type: new Abstract: Multi-quadruped coordination has attracted increasing attention due to its enhanced payload capacity, broader contact coverage, and improved adaptability to challenging tasks. Existing methods for multi-quadruped manipulation typically focus on predefined or closed task families, often relying on multi-agent reinforcement learning (MARL) to train task-specific coordination policies. However, such methods struggle in open-ended continual...

arXiv CS 1d ago

Uncensored AI: The chatbot spreading conspiracies about Europe

As more people turn to AI to help them verify information, an "alternative" AI chatbot is actively being used by conservative influencers to spread disinformation. More and more of us are using AI chatbots in our daily lives, whether it's to ask for advice, help us with work, or conduct research. But what happens when these chatbots start pushing disinformation and conspiracy theories?

Euronews 2d ago

Baby items, meal deliveries: ATO warns taxpayers to stop 'unusual' claims

Tax time 2026: ATO warns millions of Aussies chasing tax deductions to stop with 'unusual' claims Tue 2 Jun 2026 at 4:48am The tax office is warning Australians to stop claiming private expenses on their tax returns, with some attempting to claim baby expenses, personal gifts and meal deliveries as work-related. More than 10 million Australians have claimed about $31 billion worth of work-related expenses in their 2024-25 tax returns so far, many relating to working from home. The average...

ABC Australia 9d ago

Rethinking Multimodal Few-Shot 3D Point Cloud Segmentation: From Fused Refinement to Decoupled Arbitration

Announce Type: replace Abstract: In this paper, we revisit multimodal few-shot 3D point cloud semantic segmentation (FS-PCS), identifying a conflict in "Fuse-then-Refine" paradigms: the "Plasticity-Stability Dilemma." In addition, CLIP's inter-class confusion can result in semantic blindness. To address these issues, we present the Decoupled-experts Arbitration Few-Shot SegNet (DA-FSS), a model that effectively distinguishes between semantic and geometric paths and mutually regularizes their...

arXiv CS 9d ago