Alert button
Picture for Ishan Misra

Ishan Misra

Alert button

OmniMAE: Single Model Masked Pretraining on Images and Videos

Jun 16, 2022
Rohit Girdhar, Alaaeldin El-Nouby, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra

Figure 1 for OmniMAE: Single Model Masked Pretraining on Images and Videos
Figure 2 for OmniMAE: Single Model Masked Pretraining on Images and Videos
Figure 3 for OmniMAE: Single Model Masked Pretraining on Images and Videos
Figure 4 for OmniMAE: Single Model Masked Pretraining on Images and Videos
Viaarxiv icon

Masked Siamese Networks for Label-Efficient Learning

Apr 14, 2022
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Michael Rabbat, Nicolas Ballas

Figure 1 for Masked Siamese Networks for Label-Efficient Learning
Figure 2 for Masked Siamese Networks for Label-Efficient Learning
Figure 3 for Masked Siamese Networks for Label-Efficient Learning
Figure 4 for Masked Siamese Networks for Label-Efficient Learning
Viaarxiv icon

Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision

Feb 22, 2022
Priya Goyal, Quentin Duval, Isaac Seessel, Mathilde Caron, Ishan Misra, Levent Sagun, Armand Joulin, Piotr Bojanowski

Figure 1 for Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
Figure 2 for Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
Figure 3 for Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
Figure 4 for Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
Viaarxiv icon

A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments

Feb 16, 2022
Randall Balestriero, Ishan Misra, Yann LeCun

Figure 1 for A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments
Figure 2 for A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments
Figure 3 for A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments
Figure 4 for A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments
Viaarxiv icon

Omnivore: A Single Model for Many Visual Modalities

Jan 20, 2022
Rohit Girdhar, Mannat Singh, Nikhila Ravi, Laurens van der Maaten, Armand Joulin, Ishan Misra

Figure 1 for Omnivore: A Single Model for Many Visual Modalities
Figure 2 for Omnivore: A Single Model for Many Visual Modalities
Figure 3 for Omnivore: A Single Model for Many Visual Modalities
Figure 4 for Omnivore: A Single Model for Many Visual Modalities
Viaarxiv icon

Detecting Twenty-thousand Classes using Image-level Supervision

Jan 10, 2022
Xingyi Zhou, Rohit Girdhar, Armand Joulin, Phillip Krähenbühl, Ishan Misra

Figure 1 for Detecting Twenty-thousand Classes using Image-level Supervision
Figure 2 for Detecting Twenty-thousand Classes using Image-level Supervision
Figure 3 for Detecting Twenty-thousand Classes using Image-level Supervision
Figure 4 for Detecting Twenty-thousand Classes using Image-level Supervision
Viaarxiv icon

Mask2Former for Video Instance Segmentation

Dec 20, 2021
Bowen Cheng, Anwesa Choudhuri, Ishan Misra, Alexander Kirillov, Rohit Girdhar, Alexander G. Schwing

Figure 1 for Mask2Former for Video Instance Segmentation
Figure 2 for Mask2Former for Video Instance Segmentation
Figure 3 for Mask2Former for Video Instance Segmentation
Viaarxiv icon

Masked-attention Mask Transformer for Universal Image Segmentation

Dec 10, 2021
Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexander Kirillov, Rohit Girdhar

Figure 1 for Masked-attention Mask Transformer for Universal Image Segmentation
Figure 2 for Masked-attention Mask Transformer for Universal Image Segmentation
Figure 3 for Masked-attention Mask Transformer for Universal Image Segmentation
Figure 4 for Masked-attention Mask Transformer for Universal Image Segmentation
Viaarxiv icon