Small Language Model SLM [D]
Hi, I am supposed to prepare for SLM and its software part for an on campus internship, i've worked with local models like ollama generally,in my…
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What does "Safe AI" look like? [D]
For open-weight LLMs, how practical is it to study defenses against post-release fine-tuning that weakens refusal or safety behavior? I've been seeing “uncensored” or “heretic”…
Improving machine-translated novels via style transfer — looking for advice on the faithfulness/fluency tradeoff [P]
Hey all. I recently started working on a project to improve machine-translated webnovels via style transfer. The basic idea is to take the clunky translated prose…
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]
From what I understand, reviewers usually do not directly vote for these categories or nominate papers themselves. So how does the selection process typically work? Here…
BMVC 2026 Review Discussion Thread [D]
BMVC reviews will be out tomorrow. Making this parent thread for discussion. All the best everyone! submitted by /u/Hot_Version_6403 [link] [comments]
Has anyone tried this approach with Fast Byte Latent Transformers ? [R]
Paper Referred:- https://arxiv.org/pdf/2412.09871v1 Has anyone switched the transformer in the entropy model here to a Mamba model ? What could be the possible changes ? Just…
Books/Resources to improve mathematical foundations for ML research [D]
I am a mid to late stage PhD student in ML. I've known this before, but only recently I started feeling this urgently: my mathematical foundations…
What do you think about paper fishing? [D]
I am working in a research group in Germany, not that well known but in general good output. I have one colleague who does nothing in…
[D] Self-Promotion Thread
Please post your personal projects, startups, product placements, collaboration needs, blogs etc. Please mention the payment and pricing requirements for products and services. Please do not…
Making Optimization Work When Labels Are Scarce [R]
https://www.gnosyslabs.com/case-studies/safety-classifier-sparse-labels Gnosys is an autonomous model engineer: it improves prompts and classifiers when ground truth is too sparse for conventional optimization. On ToxicChat, a public safety…