Mannat Singh
10 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(29)
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
CVPR (6)
ICCV (2)
ECCV (1)
NIPS (1)
Top co-authors
Keywords
image classification
(3)
self-supervised learning
(3)
multi-modal learning
(3)
representation learning
(2)
model pretraining
(2)
transfer learning
(2)
transformer architecture
(2)
masked autoencoder
(2)
convolutional neural network
(2)
vision transformer
(2)
visual recognition
(2)
image captioning
(1)
multimodal learning
(1)
weakly supervised learning
(1)
computer vision
(1)
text-to-image generation
(1)
video classification
(1)
video understanding
(1)
model architecture
(1)
audio-visual learning
(1)
Papers
Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution
CVPR 2025
Factorizing Text-to-Video Generation by Explicit Image Conditioning
ECCV 2024
The Effectiveness of MAE Pre-Pretraining for Billion-Scale Pretraining
ICCV 2023
OmniMAE: Single Model Masked Pretraining on Images and Videos
CVPR 2023
ImageBind: One Embedding Space To Bind Them All
CVPR 2023
Revisiting Weakly Supervised Pre-Training of Visual Perception Models
CVPR 2022
Omnivore: A Single Model for Many Visual Modalities
CVPR 2022
Early Convolutions Help Transformers See Better
NIPS 2021
Fast and Accurate Model Scaling
CVPR 2021
MDETR - Modulated Detection for End-to-End Multi-Modal Understanding
ICCV 2021