CV
CV on Beyond Market Intelligence: a running collection of 6 stories we have gathered and hand-picked because they are worth your time. Every post here touches on cv in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around cv, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
How papers are selected for Best Paper, Oral, or Highlight presentation at major ML/CV conferences such as CVPR, ICCV, ECCV, NeurIPS, and ICLR? [D]
Selecting papers for Best Paper, Oral, or Highlight presentations at leading ML/CV conferences (CVPR, ICCV, ECCV, NeurIPS, ICLR) involves a multi-stage process guided by expert committees. Typically, Area Chairs (ACs) and Senior Area Chairs (SACs), alongside the program chairs, evaluate submissions based on reviewer scores, novelty, and potential impact. Decisions are not based on direct votes or nominations, but rather a thorough assessment of the work. Committees often consider the camera-ready version, allowing for final adjustments and presentation readiness.
Update on CVIL: the free CV interview prep checklist after landing my internship... just added Segmentation, OCR, and VLM sections [D]
Maximize your computer vision interview preparation with the CVIL checklist, a resource developed and refined after securing an internship. This phase-by-phase guide maps essential study areas—from foundational math to advanced topics like ViTs and tracking—with new, in-demand specialization tracks now included: Segmentation, OCR, and VLMs. Explore the updated structure and contributing guidelines on GitHub. For broader context on navigating scientific literature, see our related article, "A map of the latest 11 million papers split by semantic similarity and time slices."
Just landed a Computer Vision internship, here's the preparation list I used [D]
Securing a Computer Vision internship requires focused preparation. Redditor /u/PolarIceBear_ recently shared a highly actionable 7-day checklist designed to cover core math, machine learning fundamentals, and specialized Computer Vision topics—all crucial for interview success. This resource, available on GitHub, offers a streamlined approach easily adaptable to individual learning paces. Explore the checklist here: [https://github.com/David-Magdy/CVIL](https://github.com/David-Magdy/CVIL). For further insights, consider our discussion on the often-overlooked practice of adversarial testing in production models, as highlighted in "Are model security risks (extraction, poisoning
No CVPRW report [D]
The recent Denoising Challenge (gaussian noise level 50) generated considerable anticipation for a comprehensive report, but its absence from the NTIRE open access page raises concerns. Many participants, including /u/Special_Primary_9249, hoped to cite the findings in their CVs. This situation prompts a broader question: is this lack of report publication typical across NTIRE challenges? We've seen similar discussions around evaluating research impact, as explored in "How do you analyze the relative "strength" of probes?", highlighting the complexities of assessing contributions in the field.
Is google deepmind known to ghost applicants? [D]
In the competitive landscape of machine learning roles, applicants often seek clarity on the hiring processes of top-tier companies like Google DeepMind. A common concern is whether the organization is known to ghost candidates after initial interactions. If you’ve had positive communication with a team member but have since received no updates, it can be frustrating. Many applicants share experiences of extended silence, leading to uncertainty about their application status.
Excel Certifications for Logistics and Supply chain
Hi everyone, I'm currently pursuing an MSc in Management with a focus on Logistics and Supply Chain Management in the UK and preparing for internship applications. To enhance my employability, I'm looking to improve my Excel skills and am seeking recommendations for reputable Excel certifications or courses that hold value for CVs in supply chain and logistics roles. If you know of any programs that are recognized by UK employers, your insights would be greatly appreciated. Thank you for your help!