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What Does the Caption Really Say? Counterfactual Phrase Intervention for Compositional Data Selection in Vision-Language Pretraining

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What Does the Caption Really Say? Counterfactual Phrase Intervention for Compositional Data Selection in Vision-Language Pretraining

·7 min read·Hyejin Go, Semi Lee, Hyesong Choi

This paper addresses a key limitation in CLIP-style vision-language pretraining data curation, where conventional pair-level filtering based on global image-caption alignment saturates and fails to…

researchvision-language-pretrainingdata-curationcompositionalitycontrastive-learning

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Advancing the detection of low surface brightness galaxies. I. ATTILA — multi-tAsking deTecTIon tool for Lsb gAlaxies

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Advancing the detection of low surface brightness galaxies. I. ATTILA — multi-tAsking deTecTIon tool for Lsb gAlaxies

·9 min read·E. Borsato, F. Fonzo, N. Bellucco et al.

The paper addresses the challenging problem of detecting and characterizing low surface brightness (LSB) galaxies, particularly ultra-diffuse galaxies (UDGs), which are faint and diffuse stellar sy…

researchastronomy-lsb-galaxiesdetection-pipelinesource-segmentationimage-processing

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An Evidence-driven Protocol for Trustworthy CI Pipelines

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An Evidence-driven Protocol for Trustworthy CI Pipelines

·7 min read·Fernando Castillo, Eduardo Brito, Pille Pullonen-Raudvere et al.

This paper addresses the growing challenge of ensuring integrity, authenticity, and trust in software artifacts produced by Continuous Integration (CI) pipelines, especially in complex enterprise s…

researchsoftware-supply-chain-securitycontinuous-integrationtrusted-execution-environmentsdeterministic-builds

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DeepWeb-Bench — A Deep Research Benchmark Demanding Massive Cross-Source Evidence and Long-Horizon Derivation

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DeepWeb-Bench — A Deep Research Benchmark Demanding Massive Cross-Source Evidence and Long-Horizon Derivation

·7 min read·Sixiong Xie, Zhuofan Shi, Haiyang Shen et al.

DeepWeb-Bench addresses the challenge of evaluating deep research capabilities of language models, where answering requires massive evidence collection, cross-source reconciliation, and long-horizo…

researchdeep-research-benchmarkmulti-source-evidencelong-horizon-derivationlanguage-model-evaluation

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Domijn — The Security of Domain Registrars and the Risk of a Domain Name Takeover

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Domijn — The Security of Domain Registrars and the Risk of a Domain Name Takeover

·8 min read·Koen van Hove, Jeroen van der Ham-de Vos, Roland van Rijswijk-Deij

This paper investigates the security posture of domain registrars and resellers with respect to the risk of domain name takeovers, focusing on the top 10 most popular agents for the .nl country cod…

researchdomain-name-securityregistrar-authenticationtwo-factor-authenticationdomain-takeover

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Intent-First Aerial V2V for Tactical Coordination and Separation — Protocol and Performance Under Density and Disturbance

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Intent-First Aerial V2V for Tactical Coordination and Separation — Protocol and Performance Under Density and Disturbance

·9 min read·Mehrnaz Sabet

This paper addresses the challenge of enabling tactical separation—short-horizon, in-flight coordination to maintain safe spacing and efficient sequencing—in dense low-altitude urban airspace for u…

researchaerial-v2vunmanned-aircraft-systemtactical-separationvehicle-to-vehicle-communication

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