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Jian Ren
I lead a research team at Snap Inc. Our team works on Efficient AI and Generative AI, building image, video, and 3D rendering models. |
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Jian Ren
I lead a research team at Snap Inc. Our team works on Efficient AI and Generative AI, building image, video, and 3D rendering models. |
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Efficient Training with Denoised Neural Weights
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E2GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
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TextCraftor: Your Text Encoder Can be Image Quality Controller
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Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis
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Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers
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SPAD: Spatially Aware Multiview Diffusers
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HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion
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Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors
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SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds
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LightSpeed: Light and Fast Neural Light Fields on Mobile Devices
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iNVS: Repurposing Diffusion Inpainters for Novel View Synthesis
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Rethinking Vision Transformers for
MobileNet Size and Speed
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COMCAT: Towards Efficient
Compression and Customization of
Attention-Based Vision Models
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Real-Time Neural Light Field on Mobile Devices
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SINE: SINgle Image Editing with Text-to-Image Diffusion Models
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Unsupervised
Volumetric
Animation
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Make-A-Story: Visual Memory
Conditioned Consistent Story Generation
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Invertible Neural Skinning
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3D Generation on ImageNet
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Discrete Contrastive Diffusion for
Cross-Modal and Conditional Generation
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EfficientFormer: Vision
Transformers at
MobileNet Speed
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Layer Freezing & Data Sieving: Missing
Pieces
of a
Generic Framework for Sparse Training
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R2L: Distilling Neural Radiance Field to
Neural Light Field for Efficient Novel View Synthesis |
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Cross-Modal 3D Shape Generation
and
Manipulation |
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Show Me What and Tell Me How: Video
Synthesis
via Multimodal Conditioning |
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Are Multimodal Transformers Robust to
Missing Modality?
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In&Out: Diverse Image Outpainting via
GAN
Inversion
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F8Net: Fixed-Point 8-bit Only
Multiplication for Network
Quantization |
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Lottery Ticket Implies Accuracy Degradation, Is
It
a Desirable
Phenomenon? |
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Flow Guided Transformable Bottleneck Networks
for
Motion Retargeting |
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Motion Representations
for
Articulated
Animation |
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Teachers Do More Than Teach: Compressing
Image-to-Image Models |
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A Good Image Generator Is What You Need
for
High-Resolution Video Synthesis |
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SMIL: Multimodal learning with severely missing
modality |
