Second Brain

Tag: ssl

45 items with this tag.

Oct 08, 2025
Into the Rabbit Hull - From Task-Relevant Concepts in DINO to Minkowski Geometry
Sep 29, 2025
Rethinking JEPA - Compute-Efficient Video SSL with Frozen Teachers
- video
- ssl
Jul 25, 2025
Back to the Features - DINO as a Foundation for Video World Models
Jun 11, 2025
IntPhys 2 - Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments
Jun 10, 2025
MoSiC - Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning
- computer_vision
- ssl
Jun 01, 2025
Self-supervised learning of intertwined content and positional features for object detection
- vit
- ssl
Apr 02, 2025
Learning from Streaming Video with Orthogonal Gradients
Feb 17, 2025
Intuitive physics understanding emerges from self-supervised pretraining on natural videos
Feb 14, 2025
Simplifying DINO via Coding Rate Regularization
Feb 12, 2025
Cluster and Predict Latents Patches for Improved Masked Image Modeling
Feb 10, 2025
From Pixels to Components - Eigenvector Masking for Visual Representation Learning
Jan 07, 2025
Cosmos World Foundation Model Platform for Physical AI
Aug 20, 2024
Near, far - Patch-ordering enhances vision foundation models' scene understanding
Feb 15, 2024
Revisiting Feature Prediction for Learning Visual Representations from Video
- video
- ssl
Jan 25, 2024
Rethinking patch dependence for masked autoencoders
- computer_vision
- ssl
Oct 28, 2023
Patch-Wise Self-Supervised Visual Representation Learning - A Fine-Grained Approach
Oct 12, 2023
Is ImageNet worth 1 video Learning strong image encoders from 1 long unlabelled video
Jul 31, 2023
Stochastic positional embeddings improve masked image modeling
- ssl
- dl_theory
Jun 24, 2023
Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning
Jun 09, 2023
FLSL - Feature-level Self-supervised Learning
- vit
- ssl
Apr 24, 2023
A Cookbook of Self-Supervised Learning
Mar 22, 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training
- ssl
- dense_ssl
Feb 14, 2023
Self-supervised learning of Split Invariant Equivariant representations
Jan 19, 2023
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
Dec 05, 2022
Location-Aware Self-Supervised Transformers for Semantic Segmentation
- ssl
- computer_vision
Oct 27, 2022
PatchRot - A Self-Supervised Technique for Training Vision Transformers
- vit
- ssl
Oct 24, 2022
Robust Self-Supervised Learning with Lie Groups
Oct 18, 2022
VideoMAE - Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
- video
- ssl
Oct 13, 2022
The Hidden Uniform Cluster Prior in Self-Supervised Learning
- dl_theory
- ssl
Oct 05, 2022
RankMe - Assessing the downstream performance of pretrained self-supervised representations by their rank
- ssl
- dl_theory
Oct 04, 2022
VICRegL - Self-Supervised Learning of Local Visual Features
Sep 29, 2022
Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations
Jul 15, 2022
Position Prediction as an Effective Pretraining Strategy
- ssl
- foundation_models
Jul 07, 2022
Equivariant Representation Learning via Class-Pose Decomposition
Jun 27, 2022
Guillotine Regularization - Why removing layers is needed to improve generalization in Self-Supervised Learning
Jun 18, 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation
Jun 03, 2022
On the duality between contrastive and non-contrastive self-supervised learning
May 13, 2022
Toward a Geometrical Understanding of Self-supervised Contrastive Learning
Mar 30, 2022
How Does SimSiam Avoid Collapse Without Negative Samples A Unified Understanding with Self-supervised Contrastive Learning
Jun 15, 2021
BEiT - BERT Pre-Training of Image Transformers
Jun 09, 2021
Is Space-Time Attention All You Need for Video Understanding
Nov 20, 2020
Exploring Simple Siamese Representation Learning
Nov 18, 2020
Dense Contrastive Learning for Self-Supervised Visual Pre-Training
May 03, 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning
- ssl
- representation_learning
May 19, 2015
Unsupervised Visual Representation Learning by Context Prediction
- ssl

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