PCA
Datasets
All datasets matching “PCA”jetson1-pca-roi-doris081026
jetson1-pca-roi-doris081026
Recorded dataset — captured on jetson1 — 2 episodes · 293 frames @ 20 fps (~0 min of demonstration).
Tasks
Instruction
Episodes
place the cucumber on the middle of the cutting board, aligned vertically in the image, with the back end of the cucumber under the blue gripper
1
Recording
Rig
jetson1 (calibration sidecar)
Recorded
2026-08-10
Operator
dorischen
Episode sources
2 teleop… See the full description on the dataset page: https://huggingface.co/datasets/VibeCuisine/jetson1-pca-roi-doris081026.SiT-PCA-FID4K-results
SiT-B/2 single-block PCA experiments
This repository contains quantitative and qualitative results for inserting a PCA projection and inverse reconstruction after each individual transformer block of SiT-B/2. It covers all 48 combinations of:
block: 1 through 12;
rank: 64 and 128;
PCA axis: hidden and token.
Each experiment modifies exactly one block. There are no joint/multi-block interventions in this sweep.
Method
The activation entering the PCA hook has… See the full description on the dataset page: https://huggingface.co/datasets/LamTNguyen/SiT-PCA-FID4K-results.pcabiop
PCaBiop
PCaBiop is a whole-slide-image benchmark for measuring the robustness of slide-level pathology foundation models to non-biological variation. It pairs a controlled two-centre prostate-biopsy cohort, in which the contributing centre acts as a labelled confounder, with an external out-of-domain cohort for downstream shortcut-learning evaluation.
The benchmark accompanies the paper A distributional robustness margin for pathology foundation models (citation below… See the full description on the dataset page: https://huggingface.co/datasets/waticlems/pcabiop.wds_vtab-pcamagentic-pcap
Agentic LLMs for Network Attack Detection
Can a tool-using LLM agent independently investigate a raw network capture
and identify an attack?
How do model choice, reasoning configuration, prompt guidance, and
background traffic change the investigation and its final decision?
This Hugging Face repository is the canonical research release for our
experimental evaluation of autonomous network-traffic investigation with
agentic LLMs. It brings together the dataset, recorded… See the full description on the dataset page: https://huggingface.co/datasets/maureille/agentic-pcap.20K_real_and_deepfake_images_PCAThis dataset contains the test images used to evaluate our deepfake detection framework. It originally contained 20,000 real and deepfake images, but as some 2600 files are protected by the UK Crown and we do not have a permission to reproduced them, so these files were removed.
Our framework contains 4 machine learning models, which feed in the original images, error-level analysis (ELA) images, noise analysis (NA) images and Principal Component Analysis (PCA) images.
The models were created… See the full description on the dataset page: https://huggingface.co/datasets/ts0pwo/20K_real_and_deepfake_images_PCA.