A critical analysis of self-supervision, or what we can learn from a single image

A critical analysis of self-supervision, or what we can learn from a single image

Bibliographic Details
Main Authors:	Asano, YM, Vedaldi, A, Rupprecht, C
Format:	Conference item
Language:	English
Published:	OpenReview 2020

Similar Items

PASS: An ImageNet replacement for self-supervised pretraining without humans
by: Asano, YM, et al.
Published: (2021)

Labelling unlabelled videos from scratch with multi-modal self-supervision
by: Asano, YM, et al.
Published: (2020)

On compositions of transformations in contrastive self-supervised learning
by: Yuki M. Asano, YM, et al.
Published: (2022)

Self-labelling via simultaneous clustering and representation learning
by: Vedaldi, A, et al.
Published: (2020)

SHIC: shape-image correspondences with no keypoint supervision
by: Shtedritski, A, et al.
Published: (2024)

A review of effective doctoral supervision: what is it and how can we achieve it?
by: Masek, Alias, et al.
Published: (2020)

Splatter image: ultra-fast single-view 3D reconstruction
by: Szymanowicz, S, et al.
Published: (2023)

Splatter image: ultra-fast single-view 3D reconstruction
by: Szymanowicz, S, et al.
Published: (2024)

Radiological imaging of teratological fetuses: what can we learn?
by: Lucas L. Boer, et al.
Published: (2017-04-01)

Cross pixel optical-flow similarity for self-supervised learning
by: Mahendran, A, et al.
Published: (2019)

What Can We Learn from Single Sarcomere and Myofibril Preparations?
by: Walter Herzog
Published: (2022-04-01)

Self-supervised learning of interpretable keypoints from unlabelled videos
by: Jakab, T, et al.
Published: (2020)

Brain Aneurysm Biology: What Can We Learn From Imaging?
by: Edgar A. Samaniego
Published: (2022-11-01)

Self-supervised learning of geometrically stable features through probabilistic introspection
by: Novotny, D, et al.
Published: (2018)

Microbial Single-Cell Analysis: What Can We Learn From Mammalian?
by: Zixi Chen, et al.
Published: (2022-01-01)

Guess what moves: unsupervised video and image segmentation by anticipating motion
by: Choudhury, S, et al.
Published: (2022)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild
by: Wu, S, et al.
Published: (2020)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild
by: Wu, S, et al.
Published: (2021)

What Can We Learn from Research?
by: Reynolds, J
Published: (2006)

What can we learn from GRBs?
by: Muccino Marco, et al.
Published: (2018-01-01)

What can we learn from narratology ?
by: María Nikolajeva
Published: (2001-06-01)

RealFusion: 360 reconstruction of any object from a single image
by: Melas-Kyriazi, L, et al.
Published: (2023)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild (extended abstract)
by: Wu, S, et al.
Published: (2021)

Maternal critical care: what can we learn from patient experience? A qualitative study.
by: Hinton, L, et al.
Published: (2015)

Self-supervised segmentation by grouping optical-flow
by: Mahendran, A, et al.
Published: (2019)

Focusing on What We Can Do Rather Than What We Can't
by: Marybeth Lima
Published: (2022-07-01)

PC2: projection-conditioned point cloud diffusion for single-image 3D reconstruction
by: Melas-Kyriazi, L, et al.
Published: (2023)

Implementation of HPV Tests in Latin America: What We Learned; What Should We Have Learned, and What Can We Do Better?
by: Luani Rezende Godoy, et al.
Published: (2022-05-01)

Supervision of redeployed surgical trainees during the COVID-19 pandemic: what have we learnt and how can we improve?
by: Esther V Wright, et al.
Published: (2023-05-01)

The FIRE AND ICE Trial: What We Know, What We Can Still Learn, and What We Need to Address in the Future
by: Karl‐Heinz Kuck, et al.
Published: (2018-12-01)

Responses to Drought Stress in Poplar: What Do We Know and What Can We Learn?
by: Laura Rosso, et al.
Published: (2023-02-01)

What does CLIP know about a red circle? visual prompt engineering for VLMs
by: Shtedritski, A, et al.
Published: (2024)

What does CLIP know about a red circle? Visual prompt engineering for VLMs
by: Shtedritski, A, et al.
Published: (2023)

What can we learn from happiness surveys?
by: Skidelsky, E
Published: (2014)

Ethics review roulette: what can we learn?
Published: (2004)

Ethics review roulette: what can we learn?
by: Glasziou, P, et al.
Published: (2004)

What can we learn from the platelet lipidome?
by: Gaëtan Chicanne, et al.
Published: (2023-12-01)

What We Can Learn from Town Meetings
by: Matt Leighninger
Published: (2019-12-01)

Crisis in the Caucasus: what can we learn from it?
by: Ho, Shu Huang
Published: (2016)

What can we learn from honey bees?
by: Julia A Schwartzman
Published: (2021-08-01)