Amplifying Membership Signal Through Chained Regeneration
MADreMIA framework amplifies membership inference attacks on generative models via chained regeneration, enabling scalable privacy auditing without shadow models.
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MADreMIA framework amplifies membership inference attacks on generative models via chained regeneration, enabling scalable privacy auditing without shadow models.
Comparative study of genetic programming population initialization methods for symbolic regression finds no significant differences across techniques on synthetic benchmarks.
GR2 demonstrates LLM-based re-ranking for industrial recommendation systems, addressing final-stage funnel optimization typically underexplored in LLM recommendation work.
LUNA proposes LBS-free neural animation model using transformer-based motion regression and 3D Gaussian deformations for photorealistic human avatars from monocular images.
A new teaser trailer confirmed that Wonka's The Golden Ticket will premiere on Netflix on September 23rd, following its Squid Game reality show in the trend of creating real competitions based on fictional torture scenarios. While the sets seen in the trailer are real and not…
DigitalCoach dataset of 72 expert-novice coaching sessions reveals models coach differently than humans—more direct instructions, fewer explanations—raising generalization concerns.
TreeAgent multi-agent system combines expert decision trees with Vision-Language Models for tree height bias classification in forestry remote sensing with voting-based stochasticity mitigation.
Relay-assisted semantic communication systems leak privacy: intermediate relays can infer semantic meaning and reconstruct signals without source data access.
MECoBench evaluates multimodal LLM collaboration in embodied environments, finding collaboration improves task completion but benefits depend on balancing gains vs. overhead.
Signed-permutation coordinate transport framework enables steering vector and SAE alignment for RMSNorm transformers via sign-marginalized Hungarian algorithm.
Anthropic's Claude Science is a workbench that gives scientists one environment to do computational research, saving them from the need to bounce between databases, pipelines, and tools.
A year in, National Design Studio delays plan to update government web standards.
shot-scraper 1.10 adds video recording capability via storyboard.yml to help coding agents demonstrate their work with Playwright automation.
LuxEmo: 21-hour expressive speech corpus for Luxembourgish with 4 emotion categories derived from RTL broadcasts addresses underrepresentation of low-resource languages.
Dataset of 264k baby touch events coded to study role of tactile input in human visual learning development.
LeCropFollow uses learned latent representations for under-canopy crop field navigation, bypassing geometric modeling.
FlexViT: FPGA accelerator for efficient Vision Transformer inference on resource-constrained edge devices.
Neural Newton preconditioning technique for stabilizing finite element simulations of cohesive zone models in composites.
MVP-Nav: RGB-only zero-shot object goal navigation framework combining semantic and physical constraints for embodied agents.
NCP-ToM benchmark evaluates LLM agents' ability to induce belief states through planning/action beyond conversation.
Approximate leave-one-out methods accelerate conformal prediction uncertainty quantification with asymptotic coverage guarantees.
Sequential RC-TGAN generates synthetic relational time series with spectral envelope loss for categorical sequences.
Operator-level visual token skipping accelerates multimodal LLM inference by selectively pruning late-layer visual updates.
Google DeepMind releases Gemini Omni Flash and Nano Banana 2 Lite for developer access.
Comparative epistemic logic framework formalizing understanding as graded property distinct from knowledge, with AI implications.
NVIDIA Ominverse NuRec is a neural reconstruction pipeline for building high-fidelity 3D representations of real-world environments from multisensor data such... NVIDIA Ominverse NuRec is a neural reconstruction pipeline for building high-fidelity 3D representations of…
Anthropic relaunches Fable 5 globally July 1 and proposes industry jailbreak-severity scoring framework with Amazon, Microsoft, Google.
Modal CEGAR-tableaux theorem prover with SAT-shortcuts shows KSP-based approach outperforms baselines on satisfiable problems.
Textual refusal directions from LLM backbone generalize across image and video modalities for multimodal safety steering.
Dynamic epistemic logic formulation addresses expressive limitations of plausibility orderings in modeling belief contraction.