Collections
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Collections including paper arxiv:2203.03897
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Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures
Paper • 2407.09468 • Published • 1 -
Geodesic Multi-Modal Mixup for Robust Fine-Tuning
Paper • 2203.03897 • Published • 1 -
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
Paper • 2305.19043 • Published • 1 -
A micro Lie theory for state estimation in robotics
Paper • 1812.01537 • Published • 1
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All you need is a good init
Paper • 1511.06422 • Published • 1 -
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
Paper • 2404.14507 • Published • 23 -
Efficient Transformer Encoders for Mask2Former-style models
Paper • 2404.15244 • Published • 1 -
Deep Residual Learning for Image Recognition
Paper • 1512.03385 • Published • 6
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DreamScene360: Unconstrained Text-to-3D Scene Generation with Panoramic Gaussian Splatting
Paper • 2404.06903 • Published • 19 -
CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data
Paper • 2404.15653 • Published • 28 -
MoDE: CLIP Data Experts via Clustering
Paper • 2404.16030 • Published • 14 -
BlenderAlchemy: Editing 3D Graphics with Vision-Language Models
Paper • 2404.17672 • Published • 19
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Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion
Paper • 2310.03502 • Published • 78 -
Transferable and Principled Efficiency for Open-Vocabulary Segmentation
Paper • 2404.07448 • Published • 12 -
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
Paper • 2404.07973 • Published • 32 -
COCONut: Modernizing COCO Segmentation
Paper • 2404.08639 • Published • 29
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TextCraftor: Your Text Encoder Can be Image Quality Controller
Paper • 2403.18978 • Published • 15 -
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation
Paper • 2404.02733 • Published • 22 -
OmniFusion Technical Report
Paper • 2404.06212 • Published • 75 -
Transferable and Principled Efficiency for Open-Vocabulary Segmentation
Paper • 2404.07448 • Published • 12
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Wide Residual Networks
Paper • 1605.07146 • Published • 2 -
Characterizing signal propagation to close the performance gap in unnormalized ResNets
Paper • 2101.08692 • Published • 2 -
Pareto-Optimal Quantized ResNet Is Mostly 4-bit
Paper • 2105.03536 • Published • 2 -
When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations
Paper • 2106.01548 • Published • 2