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Machine Learning

Hyperparameter tuning approach question [R] I built IMGNet – a face verification model that identifies people using sign patterns, not cosine similarity [R] Talos-XII: hand-written autograd + small RL/MLP stack in Rust, applied to gacha probability modeling (no tch-rs/ndarray/PyTorch) — looking for benchmark help on ARM/AVX-512/GPU [P] This is how I started using coding agents for DS/ML workflows [D] Do you feel like people use LLMs without really understanding how they work? [D] Journals vs Conferences ML Research [R] Agentic safety triggers aren't textual safety triggers — MCP attacks that beat SOTA guardrails more than half the time (code + dataset) [R] LingBot-Video: sparse-MoE video diffusion transformer (13B total, 1.4B active) post-trained as an action-conditioned world model[R] First time ARR users - some questions [D] DINOv2 way worse than SigLIP in k-NN. Is this expected? [R] COLM 2026 Decision Discussion [R] ECCV: Will there be another confirmation after “provisionally accepted”? [D] ACL ARR May 2026[D] What if a model could only learn what trusted LoRA adapters can express? [R] Mid research got me thinking what about reversed alignment, would trained "bad" model exhibit"good" behavior later and/or secretly [D] TorchJD: Training with multiple losses in PyTorch [P] Raffi Krikorian (CTO, Mozilla) — AMA on the State of Open Source AI (July 14 @ 1pm EDT) [D] Ph.D. thesis on Differentiable Ray Tracing for Radio Propagation Modeling [R] [D] Issue with arxiv - abstract not matching pdf/html [D] MIRA: Multiplayer Interactive World Models trained on Rocket League [R] ICML Position Track: Want Better ML Reviews? Stop Asking Nicely and Start Incentivizing with a Credit System [D] How should I encode both target and feature variable for a multiclass classification? [D] LingBot-Vision: masked boundary modeling for self-supervised pretraining (0.296 NYUv2 linear-probe RMSE at 1.1B vs 0.309 for DINOv3-7B, trails on ImageNet); weights in 4 sizes[R] Edge AI ASL Recognition on Raspberry Pi 5 – Looking for Feedback on My System Design [P] CPU TTS benchmark with UTMOS MOS scoring: Kokoro, Supertonic, Inflect-Nano, and Kyutai's new Pocket TTS [P] TRACE: open-source hierarchical memory for LLM agents, 82.5% on MemoryAgentBench’s EventQA using gpt-oss-20B [P] Machine learning industry job requirements used to be myopic, but now it feels impossible. Anyone else seeing this? [D] Is Intrinsic Motivation a Viable PhD Topic in 2026? [D] [D] Self-Promotion Thread [D] Monthly Who's Hiring and Who wants to be Hired?
Masked depth modeling with sensor-validity masking: reports best RMSE on 7 of 8 masked/sparse depth benchmarks, plus a controlled encoder-init study[R]
/u/Ok-Line26 · 2026-07-07 · via Machine Learning
The core idea in masked depth modeling is to treat the sensor's own missing regions as the masking signal…