Mannat Singh
10 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(6)
Computer Vision
(5)
Artificial Intelligence
(4)
Architectures
(4)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(4)
Techniques
(4)
Analysis
(3)
Core AI · Artificial Intelligence
(3)
Models
(3)
Application Areas
(2)
Core AI · Computer Vision
(2)
Natural Language Processing
(1)
Core Methods
(1)
Keywords
multimodal learning
(3)
image classification
(3)
self-supervised learning
(3)
model pretraining
(2)
visual recognition
(2)
transfer learning
(2)
vision transformer
(2)
convolutional neural network
(2)
transformer architecture
(2)
masked autoencoder
(2)
representation learning
(2)
image captioning
(1)
weakly supervised learning
(1)
computer vision
(1)
cross-modal retrieval
(1)
video classification
(1)
text-to-image generation
(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
ImageBind: One Embedding Space To Bind Them All
CVPR 2023
OmniMAE: Single Model Masked Pretraining on Images and Videos
CVPR 2023
The Effectiveness of MAE Pre-Pretraining for Billion-Scale Pretraining
ICCV 2023
Omnivore: A Single Model for Many Visual Modalities
CVPR 2022
Revisiting Weakly Supervised Pre-Training of Visual Perception Models
CVPR 2022
Early Convolutions Help Transformers See Better
NeurIPS 2021
Fast and Accurate Model Scaling
CVPR 2021
MDETR - Modulated Detection for End-to-End Multi-Modal Understanding
ICCV 2021