Vision numerique

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Articles

The list of articles studied during the internship : • 13 mai : Hierarchical Text-Conditional Image Generation with CLIP Latents[1]
• 20 mai : Gauge Equivariant Convolutional Networks and the Icosahedral CNN [2]
• 27 mai : Learning to Factorize and Relight a City[3]
• 03 juin : Block-NeRF : Scalable Large Scene Neural View Synthesis[4]
• 10 juin : Spatial-Temporal Transformer for Dynamic Scene Graph Generation[5]
• 17 juin : Vision Transformer with Deformable Attention[6]
• 24 juin : Denoising Diffusion Probabilistic Models[7]
• 01 juillet : Instant Neural Graphics Primitives with a Multiresolution Hash Encoding [8]
• 08 juillet : Scene Representation Transformer : Geometry-Free Novel View Synthesis Through...[9]
• 15 juillet : Partial success in closing the gap between human and machine vision[10]
• 22 juillet : Diffusion Models Beat GANs on Image Synthesis[11]
• 29 juillet : Deep Unsupervised Learning using Nonequilibrium Thermodynamics[12]
• 05 aout : Paint By Word[13]
• 12 aout : Dynamic Routing Between Capsules[14]
• 19 aout : Leaning Invariances in Neural Networks[15]
• 26 aout : Learning Transferable Visual Models From Natural Language Supervision[16]

Ressources

[1] Article Hierarchical Text-Conditional Image Generation with CLIP
[2] Article Gauge Equivariant Convolutional Networks and the Icosahedral CNN
[3] Article Learning to Factorize and Relight a City
[4] Article Block-NeRF: Scalable Large Scene Neural View Synthesis
[5] Article Spatial-Temporal Transformer for Dynamic Scene Graph Generation
[6] Article Vision Transformer with Deformable Attention
[7] Article Denoising Diffusion Probabilistic Models
[8] Article Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
[9] Article Scene Representation Transformer: Geometry-Free Novel View Synthesis Through
[10] Article Partial success in closing the gap between human and machine vision
[11] Article Diffusion Models Beat GANs on Image Synthesis
[12] Article Deep Unsupervised Learning using Nonequilibrium Thermodynamics,
[13] Article Paint By Word
[14] Article Dynamic Routing Between Capsules
[15] Article Leaning Invariances in Neural Networks
[16] Article Learning Transferable Visual Models From Natural Language Supervision