2021 |
SEED: Self-supervised Distillation For Visual Representation |
ICLR |
Code |
2021 |
PROTOTYPICAL CONTRASTIVE LEARNING OF UNSUPERVISED REPRESENTATIONS |
ICLR |
Code |
2021 |
Training GANs with Stronger Augmentations via Contrastive Discriminator |
ICLR |
Code |
2021 |
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning |
ICLR |
Code |
2021 |
Active Contrastive Learning of Audio-Visual Video Representations |
ICLR |
Code |
2021 |
Conditional Negative Sampling for Contrastive Learning of Visual Representations |
ICLR |
Code |
2021 |
Learning a Few-shot Embedding Model with Contrastive Learning |
AAAI |
Code |
2021 |
Contrastive Learning with Stronger Augmentations |
IEEE |
Code |
2021 |
Dual Contrastive Learning for Unsupervised Image-to-Image Translation |
NTIRE |
Code |
2021 |
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations |
DeepMind |
code |
2021 |
How Well Do Self-Supervised Models Transfer? |
CVPR |
Code |
2021 |
Self-supervised Pretraining of Visual Features in the Wild |
arxiv |
Code |
2021 |
VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples |
CVPR |
Code |
2021 |
Temporal Contrastive Graph Learning for Video Action Recognition and Retrieval |
arxiv |
code |
2021 |
Social NCE: Contrastive Learning of Socially-aware Motion Representations |
arxiv |
Code |
2021 |
Spatiotemporal Contrastive Video Representation Learning |
CVPR |
Code |
2021 |
What Should Not Be Contrastive in Contrastive Learning |
ICLR |
code |
2020 |
A Simple Framework for Contrastive Learning of Visual Representations |
ICML |
Code |
2020 |
Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning |
arxiv |
Code |
2020 |
CASTing Your Model:Learning to Localize Improves Self-Supervised Representations |
arxiv |
code |
2020 |
Exploring Simple Siamese Representation Learning |
arxiv |
code |
2020 |
Hard Negative Mixing for Contrastive Learning |
NeurIPS |
code |
2020 |
Representation Learning via Invariant Causal Mechanisms |
arxiv |
code |
2020 |
Are all negatives created equal in contrastive instance discrimination? |
arxiv |
code |
2020 |
Bootstrap your own latent: A new approach to self-supervised Learning |
arxiv |
Code |
2020 |
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition |
Information Sciences |
Code |
2020 |
Deep Robust Clustering by Contrastive Learning |
arxiv |
code |
2020 |
Contrastive Learning for Unpaired Image-to-Image Translation |
ECCV |
Code |
2020 |
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases |
arxiv |
code |
2020 |
Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework |
ACMMM |
Code |
2020 |
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments |
NeurIPS |
Code |
2020 |
Contrastive Learning with Adversarial Examples |
NeurIPS |
code |
2020 |
ContraGAN: Contrastive Learning for Conditional Image Generation |
NeurIPS |
Code |
2020 |
Prototypical Contrastive Learning of Unsupervised Representations |
arxiv |
Code |
2020 |
CLOCS: Contrastive Learning of Cardiac Signals |
arxiv |
code |
2020 |
On Mutual Information in Contrastive Learning for Visual Representations |
arxiv |
code |
2020 |
What makes for good views for contrastive learning |
ECCV |
Code |
2020 |
CURL: Contrastive Unsupervised Representations for Reinforcement Learning |
arxiv |
Code |
2020 |
Supervised Contrastive Learning |
arxiv |
Code |
2020 |
Clustering based Contrastive Learning for Improving Face Representations |
IEEE |
code |
2020 |
Improved Baselines with Momentum Contrastive Learning |
arxiv |
Code |
2020 |
Self-labelling via simultaneous clustering and representation learning |
ICLR |
Code |
2020 |
Momentum Contrast for Unsupervised Visual Representation Learning |
CVPR |
Code |
2020 |
Self-Supervised Learning of Pretext-Invariant Representations |
CVPR/IEEE |
code |
2020 |
Data-Efficient Image Recognition with Contrastive Predictive Coding |
arxiv |
Code |
2020 |
Contrastive Multiview Coding |
arxiv |
Code |
2019 |
Transferable Contrastive Network for Generalized Zero-Shot Learning |
ICCV |
Code |
2019 |
Selfie: Self-supervised Pretraining for Image Embedding |
arxiv |
Code |
2019 |
Local Aggregation for Unsupervised Learning of Visual Embeddings |
arxiv |
Code |
2019 |
Learning Representations by Maximizing Mutual Information Across Views |
arxiv |
Code |
2019 |
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature |
CVPR |
Code |
2019 |
Invariant Information Clustering for Unsupervised Image Classification and Segmentation |
ICCV |
Code |
2019 |
Learning deep representations by mutual information estimation and maximization |
ICLR |
Code |
2019 |
Representation Learning with Contrastive Predictive Coding |
arxiv |
Code |
2018 |
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination |
CVPR |
Code |
2018 |
Time-Contrastive Networks: Self-Supervised Learning from Video |
arxiv |
Code |
2017 |
Multi-task Self-Supervised Visual Learning |
ICCV |
code |
2016 |
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles |
ECCV |
Code |
2015 |
Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks |
arxiv |
Code |
2010 |
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models |
AISTATS |
code |